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font-size:20px; } </style> <section id="background_with_overlay_and_parallax" class="background_with_overlay_and_parallax"> <div class="container"> <div class="content_area"> <div class="headline_content"> <h1 style="text-align: center;"><span style="color: #ffffff; font-size: 44px;"><strong>Analytics and Data</strong></span></h1> </div> </div> </div> </section> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-6 dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd_area-module-3-flexbox-positioning dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-3" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-3 .anchors_module { width:1920px; max-width:100%; padding:0; } #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul { margin:0; padding:0; list-style:none; display:flex; justify-content:space-between; } #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul li { width:100%; display:inline-flex; height:fit-content; } #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul li a { color:#fff; padding:0.5em 0; width:100%; background:#13314A; text-align:center; font-size:16px; line-height:1.5; font-weight:300; } #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul li a:hover { background:#CC6227; transition:background .3s; color:#fff; } @media (max-width:767px) { #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul { justify-content:center; flex-wrap:wrap; } #hs_cos_wrapper_dnd_area-module-3 .anchors_module ul li { width:100%; max-width:100%; } } </style> <section id="dnd_area-module-3" class="anchors_module"> <div class="container-fluid p-0"> <ul> <li> <a href="#focus"> Focus Areas </a> </li> <li> <a href="#research"> Content </a> </li> <li> <a href="#awards"> Awards </a> </li> <li> <a href="#calendar"> Market Agenda Calendar </a> </li> <li> <a href="#coverage"> Vendor Coverage </a> </li> </ul> </div> </section></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-7 dnd-section dnd_area-row-4-max-width-section-centering dnd_area-row-4-padding"> <div class="row-fluid "> <div class="span8 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="8"> <div class="row-fluid-wrapper row-depth-1 row-number-8 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_module_1681711881808" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_module_1681711881808_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2><strong>Our Expertise</strong></h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-9 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-5" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-5_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><div style="border-left: 10px solid #255A89;"> <p style="margin-left: 15px;">Organizations that make a higher proportion of business decisions based on data stand to gain competitive advantage, responding faster to worker and customer demands for more innovative, data-rich applications and personalized experiences. The need for organizations to operate smarter requires insights derived from analytics through process and technology. Organizations of all sizes and industries are challenged to manage, govern, and process an increasing torrent of data generated in many formats by a multitude of disparate sources, while at the same time increasing analytic agility and accelerating business decision-making through the use of discovery, machine learning, predictive analytics and visualization, as well as generative AI. Doing so requires cultural and organizational, change, as well as the adoption of new technologies that enable new approaches to increase the value derived from the accumulated data.<br><br>ISG Software Research offers research-based guidance on analytics and data to help organizations enhance the value of information through the smarter use of data. Going beyond earlier methods of business intelligence, dashboards and reports is essential to ensure that everyone is able to not only access analytics, but act on them to optimize their business.</p> <h4 style="margin-left: 15px;"><a href="#ready-to-start" rel=" noopener">Contact us to learn more.</a></h4> </div></span></div> </div> </div> </div> </div> <div class="span4 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="8" data-w="4"> <div class="row-fluid-wrapper row-depth-1 row-number-10 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-7" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-7 .team-member figcaption ul { display:flex; flex-direction:column; } @media (max-width:1000px) and (min-width:768px) { #hs_cos_wrapper_dnd_area-module-7 .team-member { width:120px; } } @media (max-width:919px) and (min-width:800px) { #hs_cos_wrapper_dnd_area-module-7 .team-member { margin-left:135px; } } @media (max-width:799px) and (min-width:768px) { #hs_cos_wrapper_dnd_area-module-7 .team-member-name { margin-left:0px; } #hs_cos_wrapper_dnd_area-module-7 .team-member { margin-left:110px; } } @media (max-width:767px){ .custom-member-quoteBlock{ margin:0px auto; } } </style> <section id="dnd_area-module-7" class=""> <div class="custom-member-quoteBlock"> <div class="quote-box proper"> <img class="quote-image" src="https://research.isg-one.com/hubfs/Website_Files/Icons/Quote.svg" alt="Quote.svg"> <div class="quote-text-alt"><br>Through 2027, three-quarters of enterprises will invest in organizational and leadership changes, leveraging executive support to accelerate data-driven business culture.</div> </div> <div class="team-member" style="display: inline-block"> <figure> <img src="https://research.isg-one.com/hubfs/Aslett.Matt%20Pic.Circle.png" alt="Matt Aslett"> <figcaption> <ul> <li><a target="_blank" href="https://mattaslett.ventanaresearch.com/"><i class="fa fa-rss fa-2x"></i></a></li> <li><a target="_blank" href="https://twitter.com/MAslettVR"><i class="fa fa-twitter fa-2x"></i></a></li> <li><a target="_blank" href="https://www.linkedin.com/in/matt-aslett/"><i class="fa fa-linkedin fa-2x"></i></a></li> <li><a target="_blank" href="mailto:matt.aslett@isg-one.com"><i class="fa fa-envelope fa-2x"></i></a></li> </ul> </figcaption> </figure> </div> <div class="team-member-name"> <h4 style="margin-bottom: 5px;">Matt Aslett</h4> <p class="medium">Director of Research<br>Analytics and Data</p> </div> </div> </section> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-11 dnd-section dnd_area-row-5-max-width-section-centering"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-12 dnd-row dnd_area-column-8-row-0-padding"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1679329081975" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <section id="widget_1679329081975" class="assertions"> <div class="container"> <div class="contents slider_outer"> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_BI_Separation_1_S.webp" alt="Through 2026, AI and ML approaches will remain largely independent of business intelligence approaches, requiring three-quarters of enterprises to maintain multiple, separate skill sets.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_BI_Separation_1_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_BI_Separation_1_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_Model_Governance_2_S.webp" alt="Through 2026, model governance will remain a significant concern for more than one-half of enterprises, limiting the deployment, and therefore the realized value, of AI and ML models. ">  </div> <div class="captions"> <a 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Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_New_AI_Investments_6_S.webp" alt="Through 2026, more than one-half of enterprises will realize their AI competencies and skills are insufficient and will require new investments to avoid being at a competitive disadvantage.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_New_AI_Investments_6_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_New_AI_Investments_6_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_Analytics_People_7_S.webp" alt="Through 2026, three-quarters of enterprises will unify their AI and ML teams with data and analytics professionals to ensure centralization of the disciplines and achieve the desired organizational impact. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_Analytics_People_7_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AI_Analytics_People_7_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Governance_8_S.webp" alt="Through 2026, one-third of enterprises will realize that a lack of AI and ML governance has resulted in biased and ethically questionable decisions. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Governance_8_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Governance_8_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Bias_Detection_9_S.webp" alt="By 2026, 8 in 10 AI and ML tools will include bias detection and mitigation capabilities, providing better assurance and governance to enterprises using these products. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Bias_Detection_9_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AIML_AIML_Bias_Detection_9_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Streamline_Ops_10_S.webp" alt="By 2026, 9 in 10 analytics processes will be enhanced by AI and ML to streamline operations and increase the value that can be derived from data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Streamline_Ops_10_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Streamline_Ops_10_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intel_Adoption_11_S.webp" alt="Through 2026, more than one-third of enterprises will adopt decision intelligence software to assess and improve the effectiveness of business decisions.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intel_Adoption_11_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intel_Adoption_11_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Reassessment_12_S.webp" alt="Through 2027, one-half of enterprises will reassess their plans for business intelligence software adoption to reflect increased availability of analytics capabilities in enterprise applications.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Reassessment_12_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Reassessment_12_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Guided_Analytics_13_S.webp" alt="Through 2026, three-quarters of enterprises will include guided analytics processes and storytelling capabilities to help create and deliver insights for line-of-business personnel. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Guided_Analytics_13_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Guided_Analytics_13_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_BI_Access_14_S.webp" alt="Through 2026, the majority of the workforce in more than one-half of organizations will still not be using analytics and BI and therefore will not be executing their roles optimally. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_BI_Access_14_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_BI_Access_14_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Augmented_Intelligence_15_S.webp" alt="By 2026, almost all business intelligence software providers will include augmented intelligence based on GenAI to make analytics easier to use.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Augmented_Intelligence_15_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Augmented_Intelligence_15_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intelligence_Challenge_16_S.webp" alt="Through 2026, less than one-third of analytics software providers will include driver-based planning capabilities, making decision intelligence more difficult.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intelligence_Challenge_16_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Decision_Intelligence_Challenge_16_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Perf_Metrics_17_S.webp" alt="Through 2026, one-half of analytics software providers will incorporate AI and ML to identify the most relevant performance metrics that achieve strategic and operational objectives.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Perf_Metrics_17_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_AI_Perf_Metrics_17_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_ESG_Support_18_S.webp" alt="Through 2026, less than one-half of analytics software providers will offer off-the-shelf analytics that facilitate the use of established environmental metrics to measure and report ESG performance.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_ESG_Support_18_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Analytics_ESG_Support_18_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Chatbot_Convers_Experiences_19_S.webp" alt="Through 2026, more than one-half of enterprises will deploy chatbots and other conversational experiences as standard BI interfaces, making it easier for line-of-business personnel to derive value from analytics. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Chatbot_Convers_Experiences_19_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Chatbot_Convers_Experiences_19_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Collab_Platform_NL_20_S.webp" alt="By 2026, one-third of enterprises will replace legacy business intelligence tools with analytic platforms that are collaborative and utilize GenAI to inform and guide business professionals. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Collab_Platform_NL_20_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Collab_Platform_NL_20_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Collab_AnalyticOps_21_S.webp" alt="By 2026, 8 in 10 BI software platforms will include collaborative capabilities designed to support AnalyticOps initiatives to improve decision-making, task management and compliance. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Collab_AnalyticOps_21_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_BI_Collab_AnalyticOps_21_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Cross-Functional_Analytics_22_S.webp" alt="Through 2026, more than two-thirds of line-of-business personnel will have immediate access to cross-functional analytics embedded in activities and processes, helping to make operational decision-making more efficient and effective.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Cross-Functional_Analytics_22_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Cross-Functional_Analytics_22_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Processes_23_S.webp" alt="Through 2026, more than one-half of embedded analytics processes will include AI and ML algorithms to improve line-of-business decision-making. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Processes_23_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Processes_23_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Governance_24_S.webp" alt="By 2026, one-third of enterprises will adopt embedded analytics to support their CI/CD processes, providing more agility and better governance to their analytics processes.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Governance_24_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_Analytics_Embedded_Analytics_Governance_24_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Quantum_Applications_25_S.webp" alt="Through 2026, industry-specific quantum computing applications will begin to be released based on open-source toolkits, functions and patterns that avoid the need for developers to program at the quantum circuit level.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Quantum_Applications_25_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Quantum_Applications_25_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Visualization_Actions_26_S.webp" alt="Through 2026, more than one-third of enterprises will realize they must scrap their use of analytics dashboards and visualization due to the failure of these tools to provide actionable recommendations. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Visualization_Actions_26_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Visualization_Actions_26_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Effective_AIML_27_S.webp" alt="By 2026, three-quarters of enterprises will realize their analytics are ineffective without GenAI capabilities to guide the workforce with personalized recommended actions necessary to improve outcomes. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Effective_AIML_27_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Effective_AIML_27_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Formation_28_S.webp" alt="Through 2026, two-thirds of enterprises will have established a Center of Excellence (CoE) to guide the transformation and effective application of analytics and ensure the delivery of optimal value. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Formation_28_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Formation_28_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Analytics_Governance_29_S.webp" alt="By 2026, two-thirds of enterprises will have established a Center of Excellence (CoE) focused on the governance and security of analytics and data to reduce risk in organizational decision-making.  ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Analytics_Governance_29_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CoE_Analytics_Governance_29_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Digital_Experience_Effectiveness_30_S.webp" alt="Through 2026, the digital experiences in analytics and data will be found ineffective in more than one-half of enterprises, leading to re-evaluation of their analytics strategy. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Digital_Experience_Effectiveness_30_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Digital_Experience_Effectiveness_30_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Continuous_Dev_Delivery_31_S.webp" alt="Through 2027, analytics and data software providers will continue to adapt their software development practices to support continuous development and delivery via managed cloud services.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Continuous_Dev_Delivery_31_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Continuous_Dev_Delivery_31_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Code_Generation_Conversion_32_S.webp" alt="Through 2026, analytics and data software providers will prioritize the delivery of automated code and query generation and conversion capabilities based on GenAI.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Code_Generation_Conversion_32_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Code_Generation_Conversion_32_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_AI_Data_Processes_33_S.webp" alt="By 2027, three-quarters of all data processes will use AI and ML to accelerate the realization of value from the data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_AI_Data_Processes_33_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_AI_Data_Processes_33_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CDO_Data_Governance_34_S.webp" alt="Through 2026, the primary concern for more than three-quarters of Chief Data Officers will be governing the reliability, privacy and security of their organization’s data.  ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CDO_Data_Governance_34_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_CDO_Data_Governance_34_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Security_Data_Sovereignty_35_S.webp" alt="Through 2027, the intersection of security and data sovereignty will require more than one-half of enterprises to increase investment in technology and expertise to enable the realization of enterprise data-driven agendas. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Security_Data_Sovereignty_35_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Security_Data_Sovereignty_35_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Shift_to_Cloud_36_S.webp" alt="Through 2026, 8 in 10 enterprises will migrate on-premises analytics and data workloads to cloud environments, shifting focus to improving innovation and efficiency rather than maintaining existing systems. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Shift_to_Cloud_36_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Shift_to_Cloud_36_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Local_Data_Processing_37_S.webp" alt="Through 2027, nearly all multinational enterprises will invest in local data processing infrastructure and services to mitigate against the risks associated with data transfer and to satisfy regional regulatory requirements. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Local_Data_Processing_37_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Local_Data_Processing_37_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Leadership_Change_Investment_38_S.webp" alt="Through 2027, three-quarters of enterprises will invest in organizational and leadership changes, leveraging executive support to accelerate data-driven business culture.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Leadership_Change_Investment_38_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Leadership_Change_Investment_38_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Training_NL_Investment_39_S.webp" alt="Through 2027, 9 in 10 enterprises will increase investment in training and the use of natural language interfaces to accelerate data literacy and facilitate self-service analytics.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Training_NL_Investment_39_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Training_NL_Investment_39_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Exploration_Investment_40_S.webp" alt="Through 2027, more than three-quarters of enterprises will invest in greater experimentation and exploration, utilizing data science to identify new business challenges and opportunities.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Exploration_Investment_40_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Exploration_Investment_40_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_MLOps_Vendors_41_S.webp" alt="Through 2026, data intelligence software providers will accelerate the delivery of native MLOps and AI governance functionality to better support the deployment, monitoring and management of AI and ML models. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_MLOps_Vendors_41_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_MLOps_Vendors_41_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Increased_Business_Access_42_S.webp" alt="Through 2027, almost all enterprises using data catalog products will increase business user access, facilitating self-service data discovery and accelerating data intelligence and democratization initiatives.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Increased_Business_Access_42_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Increased_Business_Access_42_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Trust_and_Metadata_43_S.webp" alt="Through 2027, three-quarters of enterprises will be engaged in data intelligence initiatives to increase trust in their data by leveraging metadata to understand how, when and where data is used in their organization, and by whom. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Trust_and_Metadata_43_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Trust_and_Metadata_43_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Analytic_Ops_Agility_44_S.webp" alt="By 2026, one-half of enterprises will adopt an AnalyticOps approach similar to, and integrated with, their DataOps processes to enhance responsiveness and agility. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Analytic_Ops_Agility_44_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Analytic_Ops_Agility_44_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Multiple_Data_Catalogs_45_S.webp" alt="Through 2026, more than one-half of all enterprises will continue to utilize multiple data catalog technologies, running the risk of creating silos of information knowledge. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Multiple_Data_Catalogs_45_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Multiple_Data_Catalogs_45_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Governance_Decisions_46_S.webp" alt="Through 2026, more than three-quarters of enterprises will use data catalog technologies to improve data governance and accelerate data-driven decision-making. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Governance_Decisions_46_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Governance_Decisions_46_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Spreadsheet_Use_47_S.webp" alt="Through 2026, one-half of enterprises will continue to use spreadsheets in data governance, jeopardizing the robustness of operational effectiveness.  ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Spreadsheet_Use_47_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Spreadsheet_Use_47_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_data_production_consumption_48_S.webp" alt="Through 2027, data intelligence software providers will increase investment in functionality that enables enterprises to take a holistic view of data production and data consumption, improving the realization of expected business outcomes.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_data_production_consumption_48_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_data_production_consumption_48_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_AnalyticOps_Investment_49_S.webp" alt="Through 2027, data intelligence software providers will increase investment in AnalyticOps functionality that facilitates the continuous integration and deployment of analytics as well as automated analyses and insights using AI and ML.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_AnalyticOps_Investment_49_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_AnalyticOps_Investment_49_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Regulations_Cultural_Priorities_50_S.webp" alt="Through 2027, regional regulations and cultural attitudes will continue to shape organizational priorities toward the adoption of data governance technologies and processes.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Regulations_Cultural_Priorities_50_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Regulations_Cultural_Priorities_50_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Man_Automation_51_S.webp" alt="Through 2026, more than three-quarters of enterprises’ data management processes will be enhanced with AI and ML to increase automation, accuracy, agility and speed. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Man_Automation_51_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Man_Automation_51_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_ELT_Support_52_S.webp" alt="By 2026, more than three-quarters of enterprises’ information architectures will support ELT (extract, load, transform) patterns to accelerate data processing and maximize the value of large volumes of data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_ELT_Support_52_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_ELT_Support_52_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Product_Investment_53_S.webp" alt="By 2026, 8 in 10 enterprises will have data spread across multiple cloud providers and on-premises data centers, requiring investment in data management products that span multiple locations. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Product_Investment_53_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Product_Investment_53_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Integrity_Growth_54_S.webp" alt="Through 2026, three-quarters of enterprises will be engaged in data integrity initiatives to increase trust in their data processes using data quality and master data management tools. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Integrity_Growth_54_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Integrity_Growth_54_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Fabric_Adoption_55_S.webp" alt="By 2027, three-quarters of enterprises will adopt data fabric technologies to facilitate the management and processing of data across multiple data platforms and cloud environments. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Fabric_Adoption_55_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Fabric_Adoption_55_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Virtualization_Query_Federation_56_S.webp" alt="By 2027, more than three-quarters of enterprises will use data virtualization and query federation capabilities to avoid data movement while accessing and querying data outside their primary analytic data platform.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Virtualization_Query_Federation_56_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Virtualization_Query_Federation_56_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data-as-a-Product_57_S.webp" alt="By 2027, more than 6 in 10 enterprises will adopt technologies to facilitate the delivery of data as a product as they adapt their cultural and organizational approaches to data ownership in the context of data mesh. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data-as-a-Product_57_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data-as-a-Product_57_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Catalog_Focus_58_S.webp" alt="Through 2027, enterprises will increase strategic focus on data catalogs as the intersection of data production and data consumption, enabling the self-service creation and sharing of data products based on trusted and governed data sources.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Catalog_Focus_58_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataIntel_Data_Catalog_Focus_58_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Consolidation_59_S.webp" alt="Through 2027, data operations software providers will increase investment in consolidated platforms, addressing a combination of data pipeline development, testing and deployment needs, as well as data orchestration and data observability.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Consolidation_59_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Consolidation_59_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Event-Driven_Microservices_60_S.webp" alt="Through 2026, approaches to data operations will continue to evolve as enterprises adapt their approaches to data processing pipelines to reflect increased adoption of event-driven architecture and microservices. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Event-Driven_Microservices_60_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Event-Driven_Microservices_60_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Reliability_61_S.webp" alt="Through 2026, two-thirds of enterprises will invest in initiatives to improve trust in data through automated data observability tools addressing the detection, resolution and prevention of data reliability issues.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Reliability_61_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Reliability_61_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Engineering_Adoption_62_S.webp" alt="By 2026, three-quarters of enterprises will adopt data engineering processes that span data integration, transformation and preparation producing repeatable data pipelines that create more agile information architectures. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Engineering_Adoption_62_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Engineering_Adoption_62_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Orchestration_63_S.webp" alt="By 2027, more than one-half of enterprises will adopt data orchestration technologies to automate and coordinate data workflows and increase efficiency and agility in data and analytics projects. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Orchestration_63_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Orchestration_63_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Agility_64_S.webp" alt="By 2027, two-thirds of enterprises will have adopted a DataOps approach to data engineering processes, enabling them to be more flexible and agile. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Agility_64_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Agility_64_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Ingest_Transform_65_S.webp" alt="Through 2026, awareness of DataOps will continue to increase as enterprises adapt their data engineering processes to the growing need for continuous and automated data ingestion, transformation and delivery. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Ingest_Transform_65_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Ingest_Transform_65_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Reliability_Improvement_66_S.webp" alt="Through 2026, more than one-half of enterprises will have adopted agile and collaborative data operations practices to facilitate responsiveness, avoid repetitive tasks and deliver measurable data reliability improvements.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Reliability_Improvement_66_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_DataOps_Reliability_Improvement_66_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Observability_67_S.webp" alt="Through 2026, data operations software providers will prioritize the development of data observability functionality to deliver more automated approaches to data engineering and improve trust in enterprise data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Observability_67_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataOps_Data_Observability_67_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Intelligent_Personalized_Apps_68_S.webp" alt="Through 2027, the development of intelligent applications providing personalized experiences driven by GenAI will increase demand for data platforms capable of supporting hybrid operational and analytic processing. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Intelligent_Personalized_Apps_68_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Intelligent_Personalized_Apps_68_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Object_Stores_69_S.webp" alt="Through 2026, three-quarters of enterprises will be using cloud object stores as the primary persistence store for analytic data platform workloads. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Object_Stores_69_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Object_Stores_69_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Use_Cases_70_S.webp" alt="Through 2027, more than three-quarters of data platform use cases will have functional requirements that encourage the use of specialized analytic or operational data platforms.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Use_Cases_70_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_AnalyticsData_Use_Cases_70_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Self-Service_Analytics_71_S.webp" alt="Through 2026, data platform software providers will continue to prioritize investment in data governance functionality to enable self-service data discovery, analytics and greater business agility. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Self-Service_Analytics_71_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Self-Service_Analytics_71_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Adoption_72_S.webp" alt="By 2027, more than three-quarters of enterprises will use cloud-based products and services as their primary analytic data platform, making it easier to adopt and scale operations as necessary. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Adoption_72_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Cloud_Adoption_72_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Unstructured_Data_Req_73_S.webp" alt="By 2026, more than three-quarters of enterprises will require unstructured data storage and processing capabilities in their data lakes to maximize the value of audio, video and image data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Unstructured_Data_Req_73_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Unstructured_Data_Req_73_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Lakehouse_Investment_74_S.webp" alt="By 2026, 9 in 10 current data lake adopters will be investing in data lakehouse architecture to improve the business value generated from the accumulated data. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Lakehouse_Investment_74_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Lakehouse_Investment_74_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Tech_Converging_75_S.webp" alt="Through 2027, data warehouse, data lake and data streaming technologies will converge to create analytic data platforms enabling enterprises to collect and analyze all types of operations-generated information. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Tech_Converging_75_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Data_Tech_Converging_75_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Actionable_Vendor_Insights_76_S.webp" alt="Through 2026, analytic data platform software providers will continue to incorporate native data management, analytics and ML with their data persistence and processing functionality to accelerate actionable insight. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Actionable_Vendor_Insights_76_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Actionable_Vendor_Insights_76_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vendor_Hybrid_Analytics_77_S.webp" alt="Through 2026, analytic data platform software providers will continue to evolve their offerings to deliver data processing and analytics across hybrid environments that span on-premises and multiple cloud providers. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vendor_Hybrid_Analytics_77_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vendor_Hybrid_Analytics_77_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Real-time_Adoption_78_S.webp" alt="By 2026, more than one-half of enterprises will adopt specialist real-time analytic data platforms to develop and support data-intensive operational applications.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Real-time_Adoption_78_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Real-time_Adoption_78_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Analytics_Acceleration_Adoption_79_S.webp" alt="Through 2026, requirements for high-performance analytics and GenAI will expedite the adoption of data platforms designed to leverage GPUs and in-memory processing for analytics acceleration. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Analytics_Acceleration_Adoption_79_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Analytics_Acceleration_Adoption_79_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_DataLake_Table_Formats_80_S.webp" alt="By 2026, more 8 in 10 data lake users will adopt emerging table formats to support transactional consistency when inserting, updating and deleting data in data lake environments.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_DataLake_Table_Formats_80_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_DataLake_Table_Formats_80_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_In-Database_Data_Science_81_S.webp" alt="Through 2026, analytic data platform software providers will increase their native support for AI and ML algorithms, functions and tools to enable in-database data science. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_In-Database_Data_Science_81_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_In-Database_Data_Science_81_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_On-Premises_Opportunity_82_S.webp" alt="Through 2026, one-fifth of existing operational database workloads will remain on-premises due in part to security, data sovereignty and performance reasons, requiring enterprises to explore long-term approaches to hybrid cloud. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_On-Premises_Opportunity_82_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_On-Premises_Opportunity_82_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Fault_Tolerance_83_S.webp" alt="Through 2025, two-thirds of enterprises will re-examine their current operational database suppliers with a view to improving fault tolerance and supporting the development of new intelligent operational applications. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Fault_Tolerance_83_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Fault_Tolerance_83_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Relational_Database_Vendors_84_S.webp" alt="Through 2026, emerging relational and non-relational database providers will primarily be adopted for new applications with incumbent relational database software providers deployed for the majority of existing operational workloads.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Relational_Database_Vendors_84_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Relational_Database_Vendors_84_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Processing_85_S.webp" alt="Through 2026, operational data platform providers will accelerate investment in hybrid operational and analytic processing capabilities to support growing demand for data-intensive intelligent operational applications. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Processing_85_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Processing_85_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Delivery_86_S.webp" alt="Through 2026, operational data platform software providers will continue to evolve their offerings to deliver elastic scalability and resiliency to support data processing across hybrid environments spanning on-premises and cloud providers. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Delivery_86_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Hybrid_Delivery_86_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Serverless_Databases_87_S.webp" alt="By 2027, more than one-half of enterprises will adopt serverless databases to support development and test environments as well as ephemeral workloads with sporadic usage requirements.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Serverless_Databases_87_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Serverless_Databases_87_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Graph_Databases_88_S.webp" alt="By 2027, more than one-third of enterprises will adopt graph databases to support applications that rely on the identification and navigation of relationships. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Graph_Databases_88_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Graph_Databases_88_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Document_Databases_89_S.webp" alt="By 2027, more than one-half of enterprises will adopt document databases to store data without fixed schema, facilitating rapid and application development and business agility.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Document_Databases_89_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Document_Databases_89_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Distributed_Architecture_90_S.webp" alt="By 2027, more than one-third of enterprises will adopt data platforms that span distributed architecture, supporting applications that require data processing across geographic and availability zones. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Distributed_Architecture_90_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Distributed_Architecture_90_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vector_General_Database_91_S.webp" alt="By 2026, more than one-half of enterprises will use general-purpose databases to store and process vector embeddings for use with GenAI applications. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vector_General_Database_91_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Vector_General_Database_91_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Specialist_Vector_Database_92_S.webp" alt="By 2026, less than one-quarter of enterprises will adopt specialist vector databases to store and process vector embeddings for use with GenAI applications. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Specialist_Vector_Database_92_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_Specialist_Vector_Database_92_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_GenAI_Vector_RAG_93_S.webp" alt="Through 2026, almost all enterprises developing applications based on GenAI will explore the use of vector search and retrieval-augmented generation to complement foundation models with proprietary data and content.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_DataPlat_GenAI_Vector_RAG_93_S.png" class="square" target="_blank">Download Square Assertion</a> <a 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">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Standard_Info_Architecture_99_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Standard_Info_Architecture_99_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Low_Latency_100_S.webp" alt="By 2026, two-thirds of enterprises will require streaming and event data processes with low latency of seconds or sub-seconds to satisfy operational requirements.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Low_Latency_100_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Low_Latency_100_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Support_Priority_101_S.webp" alt="Through 2026, data platform and data management software providers will continue to prioritize investment in streaming and event processing functionality as they adapt their products to address growing demand for real-time data processing. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Support_Priority_101_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Support_Priority_101_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Investigate_Database_Products_102_S.webp" alt="By 2026, more than one-third of enterprises will investigate the use of streaming database products to develop and support real-time applications based on streaming data and events.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Investigate_Database_Products_102_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Investigate_Database_Products_102_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Discover_Catalog_Investment_103_S.webp" alt="Through 2026, more than one-half of enterprises will invest in functionality to discover, catalog, monitor and govern events and event flows to generate greater business value from event-driven architecture. ">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Discover_Catalog_Investment_103_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Discover_Catalog_Investment_103_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Serverless_Stream_Adoption_104_S.webp" alt="Through 2026, more than one-third of enterprises will adopt serverless stream processing products to experiment with the development of new stream processing applications.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Serverless_Stream_Adoption_104_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Serverless_Stream_Adoption_104_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> <div class="content"> <div class="img_outer">   <img class="img-fluid img_show" src="https://research.isg-one.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Stream_Quality_Lineage_105_S.webp" alt="Through 2027, streaming and event software providers will increase investment in data quality and data lineage functionality to ensure the integrity of event data as it flows through an organization.">  </div> <div class="captions"> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Stream_Quality_Lineage_105_S.png" class="square" target="_blank">Download Square Assertion</a> <a href="https://www.ventanaresearch.com/hubfs/2024_Market_Assertions/Ventana_Research_2024_Assertion_StreamEvents_Stream_Quality_Lineage_105_R.png" class="rectangle" target="_blank">Download Rectangle Assertion</a> </div> </div> </div> </div> </section> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-13 dnd_area-row-6-padding dnd-section dnd_area-row-6-max-width-section-centering"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-14 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" 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</div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-22 dnd_area-row-8-max-width-section-centering dnd-section dnd_area-row-8-padding"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-23 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-21" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-21_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2 style="text-align: center;"><strong><span style="margin-left: 25px;">Focus Areas</span></strong></h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-24 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-25 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-23" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent { display:grid; grid-template-columns:1fr 1fr 1fr; gap:30px; margin-top:15px; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content { background:#f9f9f9; height:fit-content; display:flex; align-items:center; text-align:center; position:relative; color:#fff; overflow:hidden; -webkit-transition:background .5s ease-in-out; -moz-transition:background .5s ease-in-out; transition:background .5s ease-in-out; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:hover { background-color:rgba(37,90,137,0.9); } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:before { border-bottom-color:rgba(204,97,39,1); border-left-color:rgba(204,97,39,1); } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:before { content:""; position:absolute; top:0; right:0; border-width:0 30px 30px 0; border-style:solid; border-color:#fff #fff rgba(254,82,76,1) rgba(254,82,76,1); -webkit-box-shadow:0 1px 1px rgb(0 0 0/30%),-1px 1px 1px rgb(0 0 0/20%); -moz-box-shadow:0 1px 1px rgba(0,0,0,0.3),-1px 1px 1px rgba(0,0,0,0.2); box-shadow:0 1px 1px rgb(0 0 0/30%),-1px 1px 1px rgb(0 0 0/20%); -webkit-transition:border-color .2s ease-in-out; -moz-transition:border-color .2s ease-in-out; transition:border-color .2s ease-in-out; display:block; width:0; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content a { margin:0 0 10px; padding:30px 20px 20px; display:block; font-weight:600; -webkit-transition:all .5s ease-in-out; -moz-transition:all .5s ease-in-out; transition:all .5s ease-in-out; width:100%; letter-spacing:1px; line-height:1.5; text-transform:none; color:#255B8A; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content a h4 { font-size:20px; font-weight:500; margin:0; line-height:1.5; -webkit-transition:all .5s ease-in-out; -moz-transition:all .5s ease-in-out; transition:all .5s ease-in-out; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:before { border-bottom-color:#255A89; border-left-color:#255A89; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:hover:before { border-color:#fff #fff #a5a5a5 #a5a5a5; -webkit-transition:border-color .2s ease-in-out; -moz-transition:border-color .2s ease-in-out; transition:border-color .2s ease-in-out; } #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent .content:hover a h4 { color:#fff; transform:translate(0,-5px); -webkit-transform:translate(0,-5px); -o-transform:translate(0,-5px); -moz-transform:translate(0,-5px); -webkit-transition:all .3s ease-in-out; -moz-transition:all .3s ease-in-out; transition:all .3s ease-in-out; } @media (max-width:991px) { #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent { grid-template-columns:1fr 1fr; } } @media (max-width:767px) { #hs_cos_wrapper_dnd_area-module-23 #focus_area .content_parent { grid-template-columns:1fr; } } </style> <section id="focus_area"> <div class="container-fluid p-0"> <div class="content_parent"> <div class="content"> <a href="/focus/analytics-and-data/artificalintelligencemachinelearning"> <h4> AI & <br>Machine Learning </h4> </a> </div> <div class="content"> <a href="/focus/analytics-and-data/analytics"> <h4> Analytics </h4> </a> </div> <div class="content"> <a href="/focus/analytics-and-data/data-intelligence"> <h4> Data Intelligence </h4> </a> </div> <div class="content"> <a href="/focus/analytics-and-data/data-operations"> <h4> Data Operations </h4> </a> </div> <div class="content"> <a href="/focus/analytics-and-data/data-platforms"> <h4> Data Platforms </h4> </a> </div> <div class="content"> <a href="/focus/analytics-and-data/streaming-and-events"> <h4> Streaming & Events </h4> </a> </div> </div> </div> </section></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-26 dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-27 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1681904416955" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <a id="research" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-28 dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-29 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1680946888653" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf form fieldset { display:flex; flex-wrap:wrap; justify-content:center; align-items:center; gap:10px; } #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf form fieldset:nth-child(2) { display:block; text-align:center; margin:40px 0px; } #hs_cos_wrapper_widget_1680946888653 i.moreInfo { position:relative; margin-left:5px; color:#fff; } #hs_cos_wrapper_widget_1680946888653 span.moreInfo { background:none repeat scroll 0 0 #F8F8F8; border-radius:4px; bottom:-45px; left:17px; margin-left:auto; margin-right:auto; color:#717171; font-size:13px; width:200px; padding:8px; position:absolute; display:none; cursor:pointer; z-index:1; font-family:'Open Sans',sans-serif; font-weight:500; } #hs_cos_wrapper_widget_1680946888653 span.moreInfo a { color:#096ac6; } #hs_cos_wrapper_widget_1680946888653 i.moreInfo:hover span.moreInfo { display:block; } #hs_cos_wrapper_widget_1680946888653 .portfolio-filters { 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grid-template-columns:1fr 1fr 1fr; gap:40px; width:100%; max-width:1000px; margin:0px auto; } #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf .bottom_contents { text-align:center; } #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf .bottom_contents a div { font-weight:100 !important; } @media (max-width:991px) { #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf .data_parent { display:grid; grid-template-columns:1fr 1fr; } } @media (max-width:550px) { #hs_cos_wrapper_widget_1680946888653 #portfolio_by_tf .data_parent { display:grid; grid-template-columns:1fr; } } </style> <div id="Container"> <section id="portfolio_by_tf"> <div class="container-fluid p-0 "> <div class="headlines"> <div id="hs_cos_wrapper_widget_1680946888653_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="section_headline_text"><h1 style="text-align: center; font-size: 30px;"><strong><span style="color: #ffffff;">Browse the Content</span></strong></h1> <p style="text-align: center; font-size: 20px;"><span style="color: #ffffff;">Choose a focus area and explore.</span></p></div> </div>  <div class="container"> <form class="controls" id="Filters"> <fieldset> <button class="filter filterBlue" type="button" data-filter=".ai_machine_learning">AI & Machine Learning</button> <button class="filter filterBlue" type="button" data-filter=".analytics">Analytics</button> <button class="filter filterBlue" type="button" data-filter=".data-intelligence">Data Intelligence</button> <button class="filter filterBlue" type="button" data-filter=".data-operations">Data Operations</button> <button class="filter filterBlue" type="button" data-filter=".data-platforms">Data Platforms</button> <button class="filter filterBlue" type="button" data-filter=".streaming-and-events">Streaming & Events</button> <button class="filter filterBlue" type="button" data-filter="all">View All</button> </fieldset> <fieldset> </fieldset> </form> </div> </div> <div class="container data_parent">  <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="ISG Buyers Guide for Data Products Classifies and Rates Software Providers" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/ISG_Buyers_Guide_for_Data_%20Products_Classifies_and_Rates_Software_Providers.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>ISG Buyers Guide for Data Products Classifies and Rates Software Providers</h5>  <p>ISG Research offers market observations and overall results from the Data Products Buyers Guide for DataOps software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-data-products-classifies-and-rates-software-providers">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="ISG Buyers Guide for Data Pipelines Classifies and Rates Software Providers" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/ISG_Buyers_Guide_for_Data_%20Pipelines_Classifies_and_Rates_Software_Providers.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>ISG Buyers Guide for Data Pipelines Classifies and Rates Software Providers</h5>  <p>ISG Research offers market observations and overall results from the Data Pipelines Buyers 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class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/harness-events-to-process-data-at-the-speed-of-business">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Powering Business Success with AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_178953197.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Powering Business Success with AI</h5>  <p>Many organizations are looking to software providers to embed analytics and AI capabilities into their applications. Discover more. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics_and_data/powering_business_success_with_ai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="IBM Provides Architectural Choice for Data Platforms" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/IBM_Provides_Architectural_Choice_for_Data_Platforms.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>IBM Provides Architectural Choice for Data Platforms</h5>  <p>IBM’s watsonx.data platform supports complex data management requirements with flexibility to address a combination of functional and architectural options.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/ibm-provides-architectural-choice-for-data-platforms">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Generative AI and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_181493362.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Generative AI and Analytics</h5>  <p>GenAI can improve data democratization and lower the barriers to business users and decision-makers working directly with data and analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics_and_data/generative_ai_and_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Confluent Enables Enterprises to Operate in Real Time" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Confluent_Enables_Enterprises_to_Operate_in_Real_Time.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Confluent Enables Enterprises to Operate in Real Time</h5>  <p>Confluent’s new capabilities enable enterprises to convert streaming data topics and schema into tables for long-term storage and batch processing of historical datasets.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/confluent-enables-enterprises-to-operate-in-real-time">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Evolving Strategic Needs for Successful AI and ML" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Evolving_Strategic_Needs_for_Successful_AI_and_ML.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Evolving Strategic Needs for Successful AI and ML</h5>  <p>Enterprises need to understand the investment requirements necessary to benefit from GenAI and traditional artificial intelligence and machine language.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-evolving-strategic-needs-for-successful-ai-and-ml">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The Buyers Guides for Data Platforms Classifies and Rates Software Providers" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Buyers_Guides_for_Data_Platforms_Classifies_and_Rates_Software_Providers.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Buyers Guides for Data Platforms Classifies and Rates Software Providers</h5>  <p>Ventana Research offers market observations and overall results from the Data Platforms Buyers Guides for data platform software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-buyers-guides-for-data-platforms-classifies-and-rates-software-providers">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Solace Shines for Event-Driven Integration" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Solace_Shines_for_Event-Driven_Integration.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Solace Shines for Event-Driven Integration</h5>  <p>Solace’s event integration and streaming platform enables enterprises to manage and govern events and event-driven applications to enhance real-time business processes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/solace-shines-for-event-driven-integration">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Boomi Offers Innovation in API and AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Boomi_Offers_Innovation_in_API_and_AI.png.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Boomi Offers Innovation in API and AI</h5>  <p>Boomi’s integration and data and API management capabilities improve productivity for integration experts and facilitate self-service integration by non-experts.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/boomi-offers-innovation-in-api-and-ai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Monte Carlo Addresses Performance as a Measure of Data Reliability" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Monte_Carlo_Addresses_Performance_as_a_Measure_of_Data_Reliability.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Monte Carlo Addresses Performance as a Measure of Data Reliability</h5>  <p>Automated data observability and pipeline performance tools from Monte Carlo help data-driven enterprises ward off data quality and reliability issues.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/monte-carlo-addresses-performance-as-a-measure-of-data-reliability">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Operations Improves Trust in Data for Analytics and AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Data_Operations_Improves_Trust_in%20Data_for_Analytics_and_AI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Operations Improves Trust in Data for Analytics and AI</h5>  <p>Robust DataOps practices ensure quality, flexibility and reliability of enterprise data to support data-driven strategies and deliver analytic insights.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/data-operations-improves-trust-in-data-for-analytics-and-ai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Google Advances Cloud Data Platforms and Analytics Services with GenAI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Google_Advances_Cloud_Data_Platforms_and_Analytics_Services_with_GenAI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Google Advances Cloud Data Platforms and Analytics Services with GenAI</h5>  <p>New natural language capabilities and GenAI-based assistance front and center on Google’s data platforms to improve data management, analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/google-advances-cloud-data-platforms-and-analytics-services-with-genai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Observability Improves Trust in Data for Decision-Making" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Data_Observability_Improves_Trust_in_Data_for_Decision-Making.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Observability Improves Trust in Data for Decision-Making</h5>  <p>Data observability helps increase trust in data by providing an environment for monitoring the quality and reliability of data pipelines.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/data-observability-improves-trust-in-data-for-decision-making">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Dremio Enables Self-Service Analytics for the Data Lakehouse" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Dremio_Enables_Self-Service_Analytics_for_the_Data_Lakehouse.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Dremio Enables Self-Service Analytics for the Data Lakehouse</h5>  <p>With the addition of data lakehouse management capabilities, Dremio addresses the advantages of self-service analytics and artificial intelligence.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/dremio-enables-self-service-analytics-for-the-data-lakehouse">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Wiiisdom Improves Trust in Data With Analytics Testing and Governance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Wiiisdom_Improves_Trust_in_Data_With_Analytics_Testing_and_Governance.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Wiiisdom Improves Trust in Data With Analytics Testing and Governance</h5>  <p>Wiiisdom’s analytics governance software is designed to improve trust in data by ensuring it is accurate, current and consistent.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/wiiisdom-improves-trust-in-data-with-analytics-testing-and-governance">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="GenAI has the Potential to Change the Face of Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/GenAI_has_the_Potential_to_Change_the_Face_of_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>GenAI has the Potential to Change the Face of Analytics</h5>  <p>With GenAI, business users no longer need expertise in query languages or analytics and business intelligence tools to generate business value from data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/genai-has-the-potential-to-change-the-face-of-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Orchestration Automates and Accelerates Analytics and AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Data_Orchestration_Automates_and_Accelerates_Analytics_and_AI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Orchestration Automates and Accelerates Analytics and AI</h5>  <p>Data orchestration has the potential to automate and coordinate data workflows and increase efficiency and agility in data and analytics projects.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/data-orchestration-automates-and-accelerates-analytics-and-ai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Stibo Systems Facilitates Trust in Data With AI-Driven MDM" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Stibo_Systems_Facilitates_Trust_in_Data_With_AI-Driven_MDM.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Stibo Systems Facilitates Trust in Data With AI-Driven MDM</h5>  <p>Stibo Systems is incorporating AI to automate mastering data, reducing manual and time-consuming processes while improving trust in the data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/stibo-systems-facilitates-trust-in-data-with-ai-driven-mdm">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="DataOps.live Enables the Development of Data Products" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/DataOps.live_Enables_the_Development_of_Data_Products.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataOps.live Enables the Development of Data Products</h5>  <p>DataOps.live promotes data-as-a-product approach to make data broadly accessible to users inside and outside the business.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/dataops.live-enables-the-development-of-data-products">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Pipelines Integrate Data Processing and Enable AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Data_Pipelines_Integrate_Data_Processing_and_Enable_AI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Pipelines Integrate Data Processing and Enable AI</h5>  <p>Increasing the agility of data pipelines reflects the need for adaptability in DataOps to keep up with ever-changing business conditions and requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/data-pipelines-integrate-data-processing-and-enable-ai">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Using AI to Simplify Master Data Management and Trusted 360-Degree Views" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Background%20conceptual%20image%20of%20digital%203d%20icons-3.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Using AI to Simplify Master Data Management and Trusted 360-Degree Views</h5>  <p>Enterprises seeking to become more data-driven are recommended to examine the AI-enhanced data unification and MDM products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/analytics_and_data/using_ai_to_simplify_master_data_management_and_trusted_360_degree_views">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Intelligence: Fundamental to Data Architecture" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Data_Intelligence_Fundamental_to_Data_Architecture.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Intelligence: Fundamental to Data Architecture</h5>  <p>Data intelligence is fundamental to providing data analysts and business users with governed self-service access to data across an enterprise.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/data-intelligence-fundamental-to-data-architecture">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Enhancing Business Agility with Trusted Data Products" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_678056632.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Enhancing Business Agility with Trusted Data Products</h5>  <p>To improve business agility, enterprises need access to linked and comprehensive data that is available in real time and that they can trust to be valid, consistent and current.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics_and_data/enhancing_business_agility_with_trusted_data_products">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Teradata Encourages AI and Analytics Experimentation" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Teradata_Encourages_AI_and_Analytics_Experimentation.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Teradata Encourages AI and Analytics Experimentation</h5>  <p>Teradata offers a serverless artificial intelligence and machine learning engine to encourage developers to experiment and explore AI use cases in a non-production environment.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/teradata-encourages-ai-and-analytics-experimentation">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Zero-ETL Enables Real-Time Analytics on Single-Source Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Zero-ETL_Enables_Real-Time_Analytics_on_Single-Source_Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Zero-ETL Enables Real-Time Analytics on Single-Source Data</h5>  <p>Accelerate data processing by using zero-ETL which automates processes to make data immediately available for analysis in specific use cases.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/zero-etl-enables-real-time-analytics-on-single-source-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Couchbase Addresses Real-Time Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Couchbase_Addresses_Real-Time_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Couchbase Addresses Real-Time Analytics</h5>  <p>Couchbase has added columnar storage, massively-parallel processing and generative AI to better support intelligent operational applications and real-time analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/couchbase-addresses-real-time-analytics">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Data Drives Business" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_228735177.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Drives Business</h5>  <p>Data is an extremely valuable asset to almost every organization, and it informs nearly every decision an organization makes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics_and_data/data_drives_business">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="InterSystems Smart Data Fabric Supports Intelligent Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/InterSystems_Smart_Data_Fabric_Supports_Intelligent_Applications.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; 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background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Mobile Analytics Buyers Guide: Market Observations</h5>  <p>Ventana Research offers market observations from the Mobile Analytics Buyers Guide 2023 for Mobile Analytics software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/mobile-analytics-buyers-guide-market-observations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The Buyers Guide for Collaborative Analytics Classifies and Rates Vendors" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Buyers_Guide_for_Collaborative_Analytics_Classifies_and_Rates_Vendors.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Buyers Guide for Collaborative Analytics Classifies and Rates Vendors</h5>  <p>The Collaborative Analytics Buyers Guide 2023 gauges how well offerings from 22 vendors match buyers’ requirements for collaborative analytics software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-buyers-guide-for-collaborative-analytics-classifies-and-rates-vendors">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Collaborative Analytics Buyers Guide: Market Observations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Collaborative_Analytics_Buyers_Guide_Market_Observations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Collaborative Analytics Buyers Guide: Market Observations</h5>  <p>Ventana Research offers market observations from the Collaborative Analytics Buyers Guide 2023 for analytics software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/collaborative-analytics-buyers-guide-market-observations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The Buyers Guide for Embedded Analytics Classifies and Rates Vendors" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Buyers_Guide_for_Embedded_Analytics_Classifies_and_Rates_Vendors.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Buyers Guide for Embedded Analytics Classifies and Rates Vendors</h5>  <p>The Embedded Analytics Buyers Guide 2023 gauges how well offerings from 22 vendors match buyers’ requirements for analytics software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-buyers-guide-for-embedded-analytics-classifies-and-rates-vendors">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Embedded Analytics Buyers Guide: Market Observations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Embedded_Analytics_Buyers_Guide_Market_Observations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Embedded Analytics Buyers Guide: Market Observations</h5>  <p>Ventana Research offers market observations from the Embedded Analytics Buyers Guide 2023 for analytics software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/embedded-analytics-buyers-guide-market-observations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Buyers Guide for Augmented Analytics Classifies and Rates Vendors" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Buyers_Guide_for_Augmented_Analytics_Classifies_and_Rates_Vendors.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Buyers Guide for Augmented Analytics Classifies and Rates Vendors</h5>  <p>The Augmented Analytics Buyers Guide 2023 gauges how well offerings from 22 vendors match buyers’ requirements for AI/ML software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-buyers-guide-for-augmented-analytics-classifies-and-rates-vendors">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Augmented Analytics Buyers Guide 2023: Market Observations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Augmented_Analytics_Buyers_Guide_2023_Market_Observations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Augmented Analytics Buyers Guide 2023: Market Observations</h5>  <p>Ventana Research offers market observations from the Augmented Analytics Buyers Guide 2023 for AI/ML software products.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/augmented-analytics-buyers-guide-2023-market-observations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The Buyers Guide for Analytics and Data Classifies and Rates Vendors" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The_Buyers_Guide_for_Analytics_and_Data_Classifies_and_Rates_Vendors.png) top center; 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padding-right: 10px;"> <div class="mid_inner"> <h5>Embedded Analytics Buyers Guide 2023</h5>  <p>This research evaluates the following vendors that offer products that address key elements of embedded analytics as we define it: AWS , Cloud Software Group, Domo, GoodData, Google, IBM, Idera, Incorta, Infor, insightsoftware, Microsoft, MicroStrate</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/buyers_guide/analytics/embedded_analytics_2023">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Augmented Analytics Buyers Guide 2023" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/VR_BG_Augmented_Analytics_Logo.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Augmented Analytics Buyers Guide 2023</h5>  <p>This research evaluates the following analytics and data vendors that offer products that include key elements of augmented analytics as we define it: AWS, Cloud Software Group, Domo, GoodData, Google, IBM, Idera, Incorta, Infor, insightsoftware, Mic</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/buyers_guide/analytics/augmented_analytics_2023">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Analytics and Data Buyers Guide 2023" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2023_Ventana_Research_Analytics_and_Data_Buyers_Guide_Featured_Image_Graphic.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytics and Data Buyers Guide 2023</h5>  <p>This research evaluates the following vendors that offer products that address key elements of analytics and data as we define it: AWS, Cloud Software Group, Domo, GoodData, Google, IBM, Idera, Incorta, Infor, insightsoftware, Microsoft, MicroStrateg</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/buyers_guide/analytics/analytics_and_data_2023">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Reversing the ETL Process Improves Data Operations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Reversing_the_ETL_Process_Improves_Data_Operations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Reversing the ETL Process Improves Data Operations</h5>  <p>Reverse ETL applications work with data from the data warehouse to help organizations use the output of analytic processes more effectively in operations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/reversing-the-etl-process-improves-data-operations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Combining Scenario Evaluation with BI Delivers Better Decisions" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Combining_Scenario_Evaluation_with_BI_Delivers_Better_Decisions.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Combining Scenario Evaluation with BI Delivers Better Decisions</h5>  <p>Combining scenario evaluation with business intelligence applications aids driver-based planning capabilities critical to decision intelligence.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/combining-scenario-evaluation-with-bi-delivers-better-decisions">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="GoodData’s Embedded Analytics Democratizes Data-Driven Decisions" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/GoodDatas_Embedded_Analytics_Democratizes_Data-Driven_Decisions.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>GoodData’s Embedded Analytics Democratizes Data-Driven Decisions</h5>  <p>GoodData’s cloud-based analytics and self-service business intelligence platform enables users to explore, analyze and derive insights from data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/gooddatas-embedded-analytics-democratizes-data-driven-decisions">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Aera Technology Earns Analytics Digital Innovation Award for 2023" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_Aera_Technology_Earns_Analytics_Digital_Innovation_Award_for_2023.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Aera Technology Earns Analytics Digital Innovation Award for 2023</h5>  <p>Aera Technology’s single-platform approach to digital intelligence, Aera Decision Cloud, earned it the 2023 Analytics Digital Innovation Award.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/aera-technology-earns-analytics-digital-innovation-award-for-2023">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="MicroStrategy World Showcases the Power of One Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MicroStrategy_World_Showcases_the_Power_of_ONE_Platform.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MicroStrategy World Showcases the Power of One Platform</h5>  <p>MicroStrategy unveils a roadmap for new enhancements in core analytics, augmented intelligence and generative AI at the 2023 MicroStrategy One event.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/microstrategy-world-showcases-the-power-of-one-platform">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Large Language Models Take AI World By Storm" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Large_Language_Models_Take_AI_World_By_Storm.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Large Language Models Take AI World By Storm</h5>  <p>Large language models are the superpower behind generative AI but aren’t invincible when it comes to accuracy, bias detection or security.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/large-language-models-take-ai-world-by-storm">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Make Better Decisions with Collaborative Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Make_Better_Decisions_with_Collaborative_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Make Better Decisions with Collaborative Analytics</h5>  <p>Technology to support collaboration enhances the decision-making process, enabling stakeholders to easily and effectively contribute.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/make-better-decisions-with-collaborative-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Sigma Computing Makes Cloud Analytics More Accessible" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Sigma_Computing_Makes_Cloud_Analytics_More_Accessible.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Sigma Computing Makes Cloud Analytics More Accessible</h5>  <p>Sigma Computing makes data more accessible by providing a spreadsheet-like data exploration tool to analyze data from multiple data sources.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/sigma-computing-makes-cloud-analytics-more-accessible">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Tellius Enables Decision Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Tellius_Enables_Decision_Intelligence.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Tellius Enables Decision Intelligence</h5>  <p>Tellius’ decision intelligence platform aggregates and processes data from multiple sources to accelerate analysis, speed insights, improve decision-making.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/tellius-enables-decision-intelligence">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Automating Analytics Processes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Close%20up%20of%20businesswoman%20holding%20graphs%20in%20hand-4.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Automating Analytics Processes</h5>  <p>In recent years, the data stack has evolved to be more scalable, flexible and responsive. But there is a disconnect between available technology and organizations realizing the benefits. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/analytics/automating_analytics_processes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Hitachi Vantara DataOps Improves Analytics and Decision-Making" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Hitachi_Vantara_DataOps_Improves_Analytics_and_Decision-Making.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Hitachi Vantara DataOps Improves Analytics and Decision-Making</h5>  <p>Hitachi Vantara DataOps streamlines and automates data management, data discovery and analytics for increased productivity and better decision-making.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/hitachi-vantara-dataops-improves-analytics-and-decision-making">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Wiiisdom Automates Analytics Operations for Trusted Analyses" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Wiiisdom_Automates_Analytics_Operations_for_Trusted_Analyses.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Wiiisdom Automates Analytics Operations for Trusted Analyses</h5>  <p>Wiiisdom offers analytics governance software to automate analytics operations, enabling a self-service culture while limiting risks.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/wiiisdom-automates-analytics-operations-for-trusted-analyses">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Advanced Analytics Enable More Informed Decision-Making" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Advanced_Analytics_Enable_More_Informed_Decision-Making.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Advanced Analytics Enable More Informed Decision-Making</h5>  <p>Maximizing advanced analytics may require specialized skills, but the results add value to decision-making across the organization.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/advanced-analytics-enable-more-informed-decision-making">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Future of Automation in the Enterprise" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_303250332.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Future of Automation in the Enterprise</h5>  <p>There is great value to automating business processes, since manual processes can be error-prone and inefficient. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/analytics/research_perspective/the_future_of_automation_in_the_enterprise">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Prevedere Provides Predictive Insights with Analytics and Planning" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Prevedere%20Provides%20Predictive%20Insights%20with%20Analytics%20and%20Planning.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Prevedere Provides Predictive Insights with Analytics and Planning</h5>  <p>Prevedere planning software helps organizations create forward-looking predictive models that help mitigate risk and navigate market volatility.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/prevedere-provides-predictive-insights-with-analytics-and-planning">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The 2023 Market Agenda for Analytics: Empowering Workforces to Engage" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The%202023%20Market%20Agenda%20for%20Analytics%20Empowering%20Workforces%20to%20Engage.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The 2023 Market Agenda for Analytics: Empowering Workforces to Engage</h5>  <p>The 2023 Market Agenda for Analytics spotlights how organizations can utilize this high-value digital tool to drive performance and operations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/the-2023-market-agenda-for-analytics-empowering-workforces-to-engage">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Agile Analytic Applications in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Abstract%20high%20tech%20background%20with%20graphs%20and%20diagrams.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Agile Analytic Applications in the Cloud</h5>  <p>Embedded analytics should be deployed as part of an approach that includes investments into technologies that make analytics easier to use.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/analytics/research_perspective/agile_analytic_applications_in_the_cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Oracle Links Analytics and Business Intelligence in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Oracle%20Links%20Analytics%20and%20Business%20Intelligence%20in%20the%20Cloud.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Oracle Links Analytics and Business Intelligence in the Cloud</h5>  <p>Oracle Analytics Cloud is a unified platform that manages analytics and business intelligence across multiple environments and devices.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/oracle-links-analytics-and-business-intelligence-in-the-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Make Intelligent Decisions with Decision Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Make%20Intelligent%20Decisions%20with%20Decision%20Intelligence.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Make Intelligent Decisions with Decision Intelligence</h5>  <p>Decision intelligence is an emerging concept for integrating business data to compare the implications, likelihood and risks of different scenarios.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/make-intelligent-decisions-with-decision-intelligence">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Master Metrics with Kyligence Zen" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Master%20Metrics%20with%20Kyligence%20Zen.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Master Metrics with Kyligence Zen</h5>  <p>The Kyligence Zen platform creates and manages metrics in a semantic model, providing the discipline to improve analytics and governance processes. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/master-metrics-with-kyligence-zen">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide " style=" text-align: center;" data-myorder="Analytic Data Platforms Value Index 2023" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_293213126.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytic Data Platforms Value Index 2023</h5>  <p>As organizations strive to be more data-driven, increasing their reliance on data as a fundamental factor in business decision-making, the importance of the analytic data platform has never been greater.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/value_index/analytics_and_data/analytic_data_platforms">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Recognize and Plan for the AI and Machine Learning Skills Gap" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Recognize_and_Plan_for_the_AI_and_Machine_Learning_Skills_Gap.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Recognize and Plan for the AI and Machine Learning Skills Gap</h5>  <p>A lack of specialized skills prevents most organizations from utilizing AI/ML; the answer is to invest in both automated analytics and data scientists.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/recognize-and-plan-for-the-ai-and-machine-learning-skills-gap">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Evolving Requirements for Embedded Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/top%20view%20of%20businessman%20hand%20working%20with%20modern%20technology%20and%20digital%20layer%20effect%20as%20business%20strategy%20concept.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Evolving Requirements for Embedded Analytics</h5>  <p>The migration to cloud and hybrid platforms is changing the way organizations handle analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/evolving_requirements_for_embedded_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="BD Earns 2022 Digital Leadership Award in Analytics with ThoughtSpot" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_BD_Earns_2022_Digital_Leadership_Award_in_Analytics_with_ThoughtSpot.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>BD Earns 2022 Digital Leadership Award in Analytics with ThoughtSpot</h5>  <p>BD earned the 2022 Annual Digital Leadership Award in Analytics for using ThoughtSpot’s embedded analytics engine to advance insights into patient care.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/bd-earns-2022-digital-leadership-award-in-analytics-with-thoughtspot">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Sisense is Sensible for Embedded Analytics and BI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Sisense_is_Sensible_for_Embedded_Analytics_and_BI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Sisense is Sensible for Embedded Analytics and BI</h5>  <p>Organizations that bring self-service and embedded analytics to their workforce increase the value of their data and enhance overall productivity.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/sisense-is-sensible-for-embedded-analytics-and-bi">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Sainsbury’s Earns 15th Annual Overall Digital Leadership Award with MicroStrategy" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_Sainsburys_Earns_15th_Annual_Overall_Digital_Leadership_Award_with_MicroStrategy.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Sainsbury’s Earns 15th Annual Overall Digital Leadership Award with MicroStrategy</h5>  <p>Sainsbury’s earned the Ventana Research 2022 Overall Digital Leadership Award for its work with MicroStrategy to transform and democratize analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/sainsburys-earns-15th-annual-overall-digital-leadership-award-with-microstrategy">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="IBM Builds on Analytics and BI Foundation" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_IBM_Builds_on_Analytics_and%20BI_Foundation.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>IBM Builds on Analytics and BI Foundation</h5>  <p>IBM’s analytics technology simplifies data access for self-service applications, producing business decisions informed by insights, not guesswork.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/ibm-builds-on-analytics-and-bi-foundation">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Essential Requirements for an Analytics Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_439234053.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Essential Requirements for an Analytics Platform</h5>  <p>Organizations collect vast amounts of data every day, utilizing business intelligence software and data visualization to gain insights and identify patterns and errors.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/essential_requirements_for_an_analytics_platform">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Mind the Gap Between Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Mind_the_Gap_Between_Data_and_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Mind the Gap Between Data and Analytics</h5>  <p>When organizations adopt best practices to connect their data and analytics efforts, it maximizes the value of the data and promotes peak performance.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/mind-the-gap-between-data-and-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="MLOps: A Disciplined Approach That Increases Organizational Agility" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_MLOps_A_Disciplined_Approach_That_Increases_Organizational_Agility.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MLOps: A Disciplined Approach That Increases Organizational Agility</h5>  <p>MLOps helps streamline processes necessary to deploy and maintain artificial intelligence/machine learning models.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/mlops-a-disciplined-approach-that-increases-organizational-agility">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective ai_machine_learning " style=" text-align: center;" data-myorder="MicroStrategy Expands Flexibility to Access and Embed Analytics and BI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_MicroStrategy_Expands_Flexibility_to_Access_and_Embed_Analytics_and_BI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MicroStrategy Expands Flexibility to Access and Embed Analytics and BI</h5>  <p>MicroStrategy’s analytics and BI software turns data into analytical applications, delivering greater business intelligence through improved data solutions.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/microstrategy-expands-flexibility-to-access-and-embed-analytics-and-bi">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Celonis Improves Business Processes with Process Mining" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Celonis_Improves_Business_Processes_with_Process_Mining.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Celonis Improves Business Processes with Process Mining</h5>  <p>Celonis offers an execution management system platform to enhance business performance by locating and fixing process issues.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/celonis-improves-business-processes-with-process-mining">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Process Mining Improves Business Processes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Process_Mining_improves_Business_Processes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Process Mining Improves Business Processes</h5>  <p>Process mining is defined as the analysis of application telemetry including log files, transaction data and other instrumentation to understand and improve operational processes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/process-mining-improves-business-processes">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder="Information Requirements Across the Organization" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Debunking_Myths_About_Data_and_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Information Requirements Across the Organization</h5>  <p>Organizations need a broad range of analytics to make data-driven business decisions that give them a competitive advantage. But in the face of data complexity challenges, it can be a struggle to make sense of what’s actually going on across the busi</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/information_requirements_across_the_organization">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Augmented Intelligence Reduces Dependency on AI/ML Skill Sets" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Augmented_Intelligence_Reduces_Dependency_on_AI_ML_Skill_Sets.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Augmented Intelligence Reduces Dependency on AI/ML Skill Sets</h5>  <p>Business intelligence has evolved. It now includes a spectrum of analytics, one of the most promising of which has been described as augmented intelligence. Some organizations have used the term to describe the practical reality that artificial intel</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/augmented-intelligence-reduces-dependency-on-ai-ml-skill-sets">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Benefits of Cloud Analytics are Winning Converts" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_The_Benefits_of_Cloud_Analytics_are_Winning_Converts.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Benefits of Cloud Analytics are Winning Converts</h5>  <p>With the increasing exodus from on-premises solutions, organizations are migrating towards cloud computing for data analytics. Cloud computing supports rapid growth, collaborative analysis and real-time insights without requiring large capital invest</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/the-benefits-of-cloud-analytics-are-winning-converts">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Palantir Operationalizes Analytics and Data for Actions and Decisions" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Palantir%20Operationalizes%20Analytics%20and%20Data%20for%20Actions%20and%20Decisions.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Palantir Operationalizes Analytics and Data for Actions and Decisions</h5>  <p>Organizations are managing and analyzing large datasets every day, identifying patterns and generating insights to inform decisions. This can provide numerous benefits for an organization, such as improved operational efficiency, cost optimization, f</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/palantir-operationalizes-analytics-and-data-for-actions-and-decisions">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Embed Analytics for Greater Reach and More Responsiveness" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Embed%20Analytics%20for%20Greater%20Reach%20and%20More%20Responsiveness.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Embed Analytics for Greater Reach and More Responsiveness</h5>  <p>When I looked at the state of analytics recently, it was clear that analytics are not as widely deployed within organizations as they should be. Only 23% of participants in our Analytics and Data Benchmark Research reported that more than one-half of</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/embed-analytics-for-greater-reach-and-more-responsiveness">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Give Business Analysts Better Choices for BI on Data Lakes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_228735177-1.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Give Business Analysts Better Choices for BI on Data Lakes</h5>  <p>Big data is valuable. Our benchmark research shows that using big data analytics results in better communication, better alignment of the business, a competitive advantage, better responsiveness and decreased time to market.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/big_data/give_business_analysts_better_choices_for_bi_on_data_lakes">View</a></div> </div> </div> <div class="portfolio-item mix Webinar ai_machine_learning " style=" text-align: center;" data-myorder="Webinar: Evaluate Analytics and Data Vendors for Successful Outcomes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Webinar</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/IBM_Evaluate%20Analytics%20and%20Data%20Vendors%20for%20Successful%20Outcomes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Webinar: Evaluate Analytics and Data Vendors for Successful Outcomes</h5>  <p>In this webinar, David Menninger, SVP and Research Director of Analytics and Data Research at Ventana Research, will share his insights on the analytics market and an understanding on how to successfully evaluate existing and potential new vendors.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/en/webinar/evaluate-analytics-and-data-vendors-for-successful-outcomes-registration">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast " style=" text-align: center;" data-myorder="Expanding Your Analytics Audience" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/custom-video-thumbnails/Ventana_Research_VentanaCast_Yellowfin_Expanding_Your_Analytics_Audience.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Expanding Your Analytics Audience</h5>  <p>In an ideal world, all employees serving across all job functions would be able to access and analyze all the information they need with ease. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ventanacast/expanding_your_analytics_audience">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast " style=" text-align: center;" data-myorder="Delivering Data and Analytics to HR and Finance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Business%20woman%20using%20tablet%20with%20financial%2c%20cloud%20connectivity%20concept-1-1.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Delivering Data and Analytics to HR and Finance</h5>  <p>In many cases traditional data warehouses and analytics are so disconnected from the business applications that it is difficult to use them to make well-informed decisions.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ventanacast/delivering_data_and_analytics_to_hr_and_finance">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast " style=" text-align: center;" data-myorder="Delivering Value with Packaged Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_228735177-1.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Delivering Value with Packaged Analytics</h5>  <p>All organizations are becoming data driven today. The key question is how to use your data to improve your bottom line.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ventanacast/analytics/delivering_value_with_packaged_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Webinar " style=" text-align: center;" data-myorder="Webinar: Digital Age of Data Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Webinar</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Replay-Featured-Near%20-%20Digital%20Age%20of%20Data%20Intelligence-5%20Steps%20to%20Optimize%20Your%20Revenue%20Potential.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Webinar: Digital Age of Data Intelligence</h5>  <p>The age of data is here, and all that data has become integral to an organization’s ability to grow and thrive. However, companies struggle with combining data science and technological advancements to establish data intelligence that is unified, sop</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/en/webinar/digital-age-of-data-intelligence-five-steps-to-optimize-your-revenue-potential-registration">View</a></div> </div> </div> <div class="portfolio-item mix Infographic " style=" text-align: center;" data-myorder="Adopting Contact Center in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Infographic</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Business%20woman%20using%20tablet%20with%20financial%2c%20cloud%20connectivity%20concept-1.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Adopting Contact Center in the Cloud</h5>  <p>Early telephony-based call centers were built using proprietary on-premises systems. As companies added additional channels of engagement, call centers evolved into contact centers. Today vendors are providing cloud-based contact centers that manage </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/infographic/customer_experience/adopting_contact_center_in_the_cloud">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="The Digital Potential of Data Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_443627497.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Digital Potential of Data Intelligence</h5>  <p>The digital age of data has dramatically transformed organizations by providing the insights that are necessary to confidently make decisions and take action.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/big_data/the_digital_potential_of_data_intelligence">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Scalability and Flexibility Critical to the Modern Data Warehouse" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/analytics%20%281%29-1.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Scalability and Flexibility Critical to the Modern Data Warehouse</h5>  <p>Today’s fast-paced world requires responsiveness in all types of interactions with customers, prospects, partners and employees.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/big_data/scalability_and_flexibility_critical_to_the_modern_data_warehouse">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Qlik Advances Self-Service Analytics and Business Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Qlik%20Advances%20Self-Service%20Analytics%20and%20Business%20Intelligence.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Qlik Advances Self-Service Analytics and Business Intelligence</h5>  <p>The analytics and business intelligence market landscape continues to grow as more organizations seek robust tools and capabilities to visualize and better understand data. BI systems are used to perform data analysis, identify market trends and oppo</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/qlik-advances-self-service-analytics-and-business-intelligence">View</a></div> </div> </div> <div class="portfolio-item mix QandA ai_machine_learning " style=" text-align: center;" data-myorder="Moving Analytics to the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">QandA</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Value_Index/AdobeStock_ADP%20Payroll.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Moving Analytics to the Cloud</h5>  <p>Dave Menninger of Ventana Research answers questions and shares research on the adoption of cloud-based analytics. He addresses the latest trends and best practices for helping organizations adopt cloud analytics including the role that AI and IoT pl</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/qa/analytics/moving_analytics_to_the_cloud">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Enhance Analytics Performance and Impact in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_228735177.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Enhance Analytics Performance and Impact in the Cloud</h5>  <p>This we already know: Data is moving to the cloud. As cloud applications have been adopted, this has meant that many critical sources of data for analytics now or soon will live in the cloud.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/enhance_analytics_performance_and_impact_in_the_cloud">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Why Data and AI Matter in Sales" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Events/Webinar%20Photos/Finance_Insightsoftware_Webinar_AdobeStock_366217950.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Why Data and AI Matter in Sales</h5>  <p>Revenue growth is a key indicator of competitive success. This is a given, yet for many companies, competing successfully is becoming more difficult. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/sales/why_data_and_ai_matter_in_sales">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Avoiding Cloud Data Cost Overruns" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Latest_Research/AdobeStock_145650644_med.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Avoiding Cloud Data Cost Overruns</h5>  <p>The anticipated benefits of cloud computing have encouraged organizations to accelerate adoption of cloud-based applications and services. Data and analytics are no exception, especially as more and more of an organization’s data resides in the cloud</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/big_data/avoiding_cloud_data_cost_overruns">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Key Requirements for Building Analytic Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_443627497.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Key Requirements for Building Analytic Applications</h5>  <p>The ultimate objective of analytics in organizations is to improve operations with better, fact based decision making. But doing so requires that decisions are made within the proper context so they are relevant and accurate. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/key_requirements_for_building_analytic_applications">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Embracing Modern Data Governance Practices" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_213780322.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Embracing Modern Data Governance Practices</h5>  <p>For too long, data governance has been about preventing people from doing things with data. Yes, restrictions and controls over data are absolutely necessary and should be part of every organization’s information architecture.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/big_data/embracing_modern_data_governance_practices">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Decoupling the AI/ML Pipeline for Scale" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Benchmarks/AdobeStock_254178033.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Decoupling the AI/ML Pipeline for Scale</h5>  <p>Artificial intelligence and machine learning (AI/ML) are extremely valuable to organizations. Our research shows that AI/ML help organizations gain a competitive advantage and improve customer experiences, and have a direct impact on the bottom line,</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/decoupling_the_ai_ml_pipeline_for_scale">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Cloud-Based Architecture for Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_274662625.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cloud-Based Architecture for Data and Analytics</h5>  <p>Organizations today increasingly are choosing to store their data and perform their analyses in the cloud. Our research finds that almost one-half (49%) of organizations are already using cloud-based analytics systems, and data is being migrated to t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/cloud_based_architecture_for_data_and_analytics">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Empowering Business Users with Self-Service Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Benchmark_Images/Learning18/AdobeStock_186622080-med.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Empowering Business Users with Self-Service Analytics</h5>  <p>Due to the importance of workforce and financial insights to overall business operations, improvements an organization can make to the analytics capabilities within the Human Resources and Finance functions will have wide-ranging impacts for the enti</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/empowering_business_users_with_self_service_analytics/">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Empowering Line-of-Business Employees with Packaged Analytics Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_234611585.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Empowering Line-of-Business Employees with Packaged Analytics Applications</h5>  <p>Line-of-business personnel in today’s organizations increasingly have high expectations for how they can use data as they carry out their responsibilities. 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Billing customers, for example, requires accurate information regarding the product or service, prices, customer names and addresses and personnel authorized to use the product or servi</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/digital_technology/new_approaches_to_master_data_management">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Unlocking the Promise of Artificial Intelligence and Machine Learning" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Events/Webinar%20Photos/ContactCenters_AdobeStock_211443782.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Unlocking the Promise of Artificial Intelligence and Machine Learning</h5>  <p>Artificial Intelligence and Machine Learning (AI/ML) have quickly become difference makers for organizations looking to develop a competitive advantage.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/digital_technology/unlocking_the_promise_of_artificial_intelligence_and_machine_learning/">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="A Practical AI Strategy for FP&A" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_226321806.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>A Practical AI Strategy for FP&A</h5>  <p>The use of artificial intelligence (AI) that harnesses machine learning (ML) will be the single most important trend in business software this decade because it can multiply the investment value of such applications and provide software companies an </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/office_of_finance/a_practical_ai_strategy_for_fpa">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Intelligent Insights for Everyone, Everywhere" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Webinars/Back_to_Business_Technology_Sessions/New_Digital_Age_of_Sales_Ops/AdobeStock_193101939-med.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Intelligent Insights for Everyone, Everywhere</h5>  <p>In today’s dynamic business environment, organizations cannot fly blindly and expect to succeed. There is a trove of internal and externally sourced data available to organizations that can and should be used to improve decision-making. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/digital_technology/intelligent_insights_for_everyone_everywhere">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Optimize Analytical Processing" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Website%20designer%20working%20with%20the%20new%20computer%20interface%20as%20design%20concept.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Optimize Analytical Processing</h5>  <p>Apache Spark and massively parallel processing (MPP) analytical databases are designed for different things. The first generation of “big data” architectures relied upon the distributed Hadoop and MapReduce framework for analytical processing. This f</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/optimize_analytical_processing">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Selecting a Platform for Enterprise Cloud Data Integration" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Latest_Research/AdobeStock_VI%20Embedded%20Analytics.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Selecting a Platform for Enterprise Cloud Data Integration</h5>  <p>Integrating cloud-based data with data inside the enterprise is increasingly important to many organizations, yet many rely on exporting data to spreadsheets and text files for this purpose. But these are outdated approaches that cannot provide eithe</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/data/selecting_a_platform_for_enterprise_cloud_data_integration/">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Intelligent Automation in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Business%20woman%20using%20tablet%20with%20financial%2c%20cloud%20connectivity%20concept-1.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Intelligent Automation in the Cloud</h5>  <p>Robotic Process Automation (RPA) has evolved considerably beyond its original purpose of automating routine tasks to become a core technology for the intelligent automation of all parts of an organization, from the front office to the back office.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/digital_technology/intelligent_automation_in_the_cloud/">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Embed Analytics for More-Informed Decisions" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Benchmarks/AdobeStock_144023628.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Embed Analytics for More-Informed Decisions</h5>  <p>Self-service analytics is a goal for most organizations, but in many cases it has not become a reality. Just two out of five organizations (40%) report that users can analyze data without the assistance of IT. Yet those who are able to operate withou</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/analytics/embed_analytics_for_more-informed_decisions">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Gaining an Edge in Banking with Business Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/IBM_ValueIndex_AdobeStock_282064674.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Gaining an Edge in Banking with Business Analytics</h5>  <p>Business analytics today involves far more than reports and spreadsheets. But despite significant investments in business intelligence (BI) software, many midsize banks continue to operate with a limited set of analytic capabilities, focused largely </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/analytics/gaining_an_edge_in_banking_with_business_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Innovation Needed in Enterprise Mobility for Business" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_247199122.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Innovation Needed in Enterprise Mobility for Business</h5>  <p>Mobile devices have become part of our lives. Two-thirds of the world’s population is connected via one of these devices and 2017 saw more than 5 billion mobile subscribers around the world, according to the trade organization GSMA.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/analytics/innovation_needed_in_enterprise_mobility_for_business">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="The Imperative for Integrated Planning" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Benchmark_Images/Learning18/AdobeStock_186622080-med.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Imperative for Integrated Planning</h5>  <p>The purpose of planning is not planning; it is decision making. And the purpose of reimagining operational planning as a continuous, connected process is to deliver business value, making these processes faster, more agile and more intelligent so tha</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/office_of_finance/the_imperative_for_integrated_planning/">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="The Case for Buying vs. Building an Embedded Analytics Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Latest_Research/AdobeStock_VI%20Embedded%20Analytics.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Case for Buying vs. Building an Embedded Analytics Platform</h5>  <p>For decades, analytics have been separated from the business processes they are intended to support, primarily because productivity tools and applications that help workers complete their tasks have required IT intervention. Since the very purpose of</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/analytics/the_case_for_buying_vs_building_an_embedded_analytics_platform">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Impact of AI on Finance and Accounting" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_295445742.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Impact of AI on Finance and Accounting</h5>  <p>Futurists and software vendors have been pointing to a day when artificial intelligence (AI) using machine learning (ML) will perform miracles such as providing life-saving diagnoses and recommending treatments for even rare diseases in seconds.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/office_of_finance/the_impact_of_ai_on_finance_and_accounting/">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Moving from Batch to Event Streaming" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/customer%20%281%29-1.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Moving from Batch to Event Streaming</h5>  <p>Operations are continuous in most organizations today and so too is the data these operations generate.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/digital_technology/moving_from_batch_to_event_streaming">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Collecting and Managing IoT Data for Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Latest_Research/AdobeStock_215481460.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Collecting and Managing IoT Data for Analytics</h5>  <p>While the Internet of Things (IoT) may still be unfamiliar to many consumers, businesses are well aware of its potential. More than 90% of participants in our research said that IoT is important to their future operations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/collecting_and_managing_iot_data_for_analytics/">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Building a Business Case for Mobile Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Asset_Covers/eBooks/Ventana_Research_eBook_Building_a_Business_Case_for_Mobile_Applications_%28MicroStrategy%29_2019.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Building a Business Case for Mobile Applications</h5>  <p>Attaining the level of success your organization deserves today requires mobile applications that can enable workers to fulfill their role and responsibilities at any time and any place with smartphones and tablets.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/building_a_business_case_for_mobile_applications">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder=" Simplify your Data and Analytics Architecture for Faster Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/2022_Latest_Research/AdobeStock_145650644_med.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5> Simplify your Data and Analytics Architecture for Faster Insights</h5>  <p>Organizations face increasing competition and compressed time frames that require intelligent use of all available data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/data/simplify_your_data_and_analytics_architecture_for_faster_insights">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Expanding the Analytics Continuum: From Analysis to Action" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Expanding%20the%20Analytics%20Continuum_From%20Analysis%20to%20Action.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Expanding the Analytics Continuum: From Analysis to Action</h5>  <p>I often use the term “analytics” to refer to a broad set of capabilities, deliberately broader than business intelligence. In this Perspective, I’d like to share what decision-makers should consider as they evaluate the range of analytics requirement</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/expanding-the-analytics-continuum-from-analysis-to-action">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder="Disrupt or be Disrupted: The High Stakes of AI Adoption" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_90777128.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Disrupt or be Disrupted: The High Stakes of AI Adoption</h5>  <p>Explore the critical need for businesses to adopt AI or risk being left behind in a rapidly evolving landscape. Download the full eBook for insights.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.isg-research.net/ebook/analytics_and_data/disrupt_or_be_disrupted_the_high_stakes_of_ai_adoption">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Boosting Production Quality with Advanced Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Research/eBooks/boosting%20production%20quality%20with%20advanced%20analytics%20-%20SAS.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Boosting Production Quality with Advanced Analytics</h5>  <p>Manufacturers today recognize the relationship between production quality and the bottom line. Quality is integral to overall operational processes and yields.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/boosting_production_quality_with_advanced_analytics">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder="Five Key Requirements of an External Data Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Five%20Key%20Requirements%20of%20an%20External%20Data%20Platform.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Five Key Requirements of an External Data Platform</h5>  <p>External data can be valuable to many organizations. It can enrich the internal data that an organization collects and analyzes about its customers, prospects and partners.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/five_key_requirements_of_an_external_data_platform">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder="The 2020 Vision: The Next Decade for Enterprise Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Research/eBooks/The%202020%20Vision%20The%20Next%20Decade%20for%20Enterprise%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The 2020 Vision: The Next Decade for Enterprise Analytics</h5>  <p>To gain the full benefit of the insights analytics can deliver, organizations need to embrace a new approach, one that will make the analytics not only useful but meaningful to each individual whose work can benefit from them. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/analytics/the_2020_vision_the_next_decade_for_enterprise_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Pyramid Analytics Earns Analytics Digital Innovation Award for 2022" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_Pyramid%20Analytics%20Earns%20Analytics%20Digital%20Innovation%20Award%20for%202022.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Pyramid Analytics Earns Analytics Digital Innovation Award for 2022</h5>  <p>The annual Ventana Research Digital Innovation Awards showcase advances in the productivity and potential of business applications as well as technology that contributes significantly to the improved processes and performance of an organization. Our </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/pyramid-analytics-earns-analytics-digital-innovation-award-for-2022">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Tableau Brings Business Intelligence to Business Users" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Tableau%20Brings%20Business%20Intelligence%20to%20Business%20Users.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Tableau Brings Business Intelligence to Business Users</h5>  <p>Organizations are collecting vast amounts of data every day, utilizing business intelligence software and data visualization to gain insights and identify patterns and errors in the data. Making sense of these patterns can enable an organization to g</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/tableau-brings-business-intelligence-to-business-users">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Zoho Unifies Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Zoho%20Unifies%20Data%20and%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Zoho Unifies Data and Analytics</h5>  <p>Organizations are continuously increasing the use of analytics and business intelligence to turn data into meaningful and actionable insights. Our Analytics and Data Benchmark Research shows some of the benefits of using analytics: Improved efficienc</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/zoho-unifies-data-and-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Semantic Models Benefit Analytical Processes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Semantic%20Models%20Benefit%20Analytical%20Processes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Semantic Models Benefit Analytical Processes</h5>  <p>I’ve never been a fan of talking about semantic models because most of the workforce probably doesn’t understand what they are, or doesn’t recognize them by name. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/semantic-models-benefit-analytical-processes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Domo Enables Real-Time Collaboration for Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Domo%20Enables%20Real-Time%20Collaboration%20for%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Domo Enables Real-Time Collaboration for Analytics</h5>  <p>Organizations are constantly trying to streamline and optimize business data to solve complex problems and identify opportunities to increase revenue and accelerate business growth. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/domo-enables-real-time-collaboration-for-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Kyvos Accelerates Business Intelligence in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Kyvos%20Accelerates%20Business%20Intelligence%20in%20the%20Cloud.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Kyvos Accelerates Business Intelligence in the Cloud</h5>  <p>Our Analytics and Data Benchmark Research finds some of the most pressing complaints about analytics and BI include difficulty integrating with other business processes and flexibility issues.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/kyvos-accelerates-business-intelligence-in-the-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data and Analytics Processes: Can We Get Personal?" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Data%20and%20Analytics%20Processes-Can%20We%20Get%20Personal.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data and Analytics Processes: Can We Get Personal?</h5>  <p>There is a fundamental flaw in information technology, or at least in the way it is most commonly delivered. Most technology systems are developed under the assumption that all people will use the system primarily in the same way. Sure, there are som</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-and-analytics-processes-can-we-get-personal?">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Denodo Advancing Data Virtualization in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Denodo%20Advancing%20Data%20Virtualization%20in%20the%20Cloud.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Denodo Advancing Data Virtualization in the Cloud</h5>  <p>Organizations have been using data virtualization to collect and integrate data from various sources, and in different formats, to create a single source of truth without redundancy or overlap, thus improving and accelerating decision-making giving t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/denodo-advancing-data-virtualization-in-the-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Don’t Rely on Dashboards for Real-Time Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_DontRely_on_Dashboards_for_Real-Time_Analytics.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Don’t Rely on Dashboards for Real-Time Analytics</h5>  <p>I have written previously that the world of data and analytics will become more and more centered around real-time, streaming data. Data is created constantly and increasingly is being collected simultaneously.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/dont-rely-on-dashboards-for-real-time-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Working Across the Aisle in Analytics: Involving IT and LOB" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_WorkingAcrosstheAisleinAnalytics_InvolvingITandLOB.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Working Across the Aisle in Analytics: Involving IT and LOB</h5>  <p>For years, maybe decades, we have heard about the struggles between IT and line-of-business functions. In this perspective, we will look at some of the data from our Analytics and Data Benchmark Research about the roles of IT and line-of-business tea</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/working-across-the-aisle-in-analytics-involving-it-and-lob">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Natural Language Processing Enables Self-service Analytics & BI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Natural%20Language%20Processing%20Enables%20Self-service%20Analytics%20and%20BI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Natural Language Processing Enables Self-service Analytics & BI</h5>  <p>Natural language processing (NLP) is a field that combines artificial intelligence (AI), data science and linguistics that enables computers to understand, interpret and manipulate text or spoken words. NLP includes generating narratives based on a s</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/natural-language-processing-enables-self-service-analytics-bi">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Improving the State of Analytics in Organizations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Improving%20the%20State%20of%20Analytics%20in%20Organizations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Improving the State of Analytics in Organizations</h5>  <p>Despite all the advances organizations have made with respect to analytics, our most recent research shows the majority of the workforce in the majority of organizations are not using analytics and business intelligence (BI).</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/improving-the-state-of-analytics-in-organizations">View</a></div> </div> </div> <div class="portfolio-item mix Benchmark Research VOD ai_machine_learning " style=" text-align: center;" data-myorder="Analytics and Data 2022 Benchmark Research Report" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #81CEE4;">Benchmark Research - VOD</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_213593664.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytics and Data 2022 Benchmark Research Report</h5>  <p>Organizations analyze the data they collect in a myriad of ways, providing insights and guiding decision-making through mathematics-based metrics. The resulting information can be distributed via traditional reports, visualized in a variety of displa</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" rel="nofollow" href="/benchmark/analytics/analytics_and_data/research_report/2022">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="AtScale Universal Semantic Layer Democratizes and Scales Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_AtScale%20Universal%20Semantic%20Layer%20Democratizes%20and%20Scales%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>AtScale Universal Semantic Layer Democratizes and Scales Analytics</h5>  <p>Organizations of all sizes are dealing with exponentially increasing data volume and data sources, which creates challenges such as siloed information, increased technical complexities across various systems and slow reporting of important business m</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/atscale-universal-semantic-layer-democratizes-and-scales-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The 2022 Market Agenda for Analytics: Enabling Actions and Effective Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_The%202022%20Market%20Agenda%20for%20Analytics-Enabling%20Actions%20and%20Effective%20Insights.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The 2022 Market Agenda for Analytics: Enabling Actions and Effective Insights</h5>  <p>Ventana Research recently announced its 2022 Market Agenda for Analytics, continuing the guidance we have offered for nearly two decades to help organizations derive optimal value from technology investments in order to improve business outcomes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/the-2022-market-agenda-for-analytics-enabling-actions-and-effective-insights">View</a></div> </div> </div> <div class="portfolio-item mix Benchmark Research ai_machine_learning " style=" text-align: center;" data-myorder="Analytics and Data Benchmark Research" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Benchmark Research</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AdobeStock_233119553_Benchmark%20Research_Analytics&BI_2019.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytics and Data Benchmark Research</h5>  <p>Today’s world runs on data, so to succeed organizations must use analytics to understand, plan and improve their operations. Ventana Research is conducting benchmark research to understand how organizations apply analytics to data, producing informat</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/benchmark/analytics/analytics_and_data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Digital Business Market Agenda for 2022: Resilience and Readiness" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MS_Digital%20Business%20Market%20Agenda%20for%202022_Resilience%20and%20Readiness.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Digital Business Market Agenda for 2022: Resilience and Readiness</h5>  <p>With the announcement of Ventana Research’s 2022 Market Agenda, our expertise in Digital Business continues to advance the market need for effective investments into technology, and I will outline here the key areas of focus to provide insights to or</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://marksmith.ventanaresearch.com/2022-market-agenda-digital-business-enables-organizational-resilience">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="ThoughtSpot Enables Simpler Analytics with AI and NLP" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_ThoughtSpot%20Enables%20Simpler%20Analytics%20with%20AI%20and%20NLP.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>ThoughtSpot Enables Simpler Analytics with AI and NLP</h5>  <p>Organizations today have huge volumes of data across various cloud and on-premises systems which keep growing by the second. To derive value from this data, organizations must query the data regularly and share insights with relevant teams and depart</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/thoughtspot-enables-simpler-analytics-with-ai-and-nlp">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="AWS Cloud Data Platform Services Expand Workload Placement Options" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MA_AWS%20Cloud%20Data%20Platform%20Services%20Expand%20Workload%20Placement%20Options.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>AWS Cloud Data Platform Services Expand Workload Placement Options</h5>  <p>Few trends have had a bigger impact on the data platforms landscape than the emergence of cloud computing. The adoption of cloud computing infrastructure as an alternative to on-premises datacenters has resulted in significant workloads being migrate</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/aws-cloud-data-platform-services-expand-workload-placement-options">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Reltio Connects MDM in the Cloud for Business" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Reltio%20Connects%20MDM%20in%20the%20Cloud%20for%20Business.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Reltio Connects MDM in the Cloud for Business</h5>  <p>Organizations today are working with multiple applications and systems, including enterprise resource planning (ERP), customer relationship management (CRM), supply chain management (SCM) and other systems, where data can easily become fragmented and</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/reltio-connects-mdm-in-the-cloud-for-business">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Emerson Earns Digital Leadership Award in Analytics with Domo for 2021" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_Emerson%20Earns%20Digital%20Leadership%20Award%20in%20Analytics%20with%20Domo%20for%202021.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Emerson Earns Digital Leadership Award in Analytics with Domo for 2021</h5>  <p>The annual Ventana Research Digital Leadership Awards recognize organizations and individuals that utilize technology to advance business and IT.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/emerson-earns-digital-leadership-award-in-analytics-with-domo-for-2021">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="WANdisco Enables Data Resilience for Cloud Computing" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/MP_WANdisco%20Enables%20Data%20Resilience%20for%20Cloud%20Computing.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>WANdisco Enables Data Resilience for Cloud Computing</h5>  <p>Industry challenges from demand, to supply chain latency, to fulfillment have created significant impediments for retailers, vendors, suppliers and customers across the globe, without a clear end in sight. Organizations that use digital technology to</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/wandisco-enables-data-resilience-for-cloud-computing">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="MongoDB Accelerates Data Platform Cloud Adoption with Atlas" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MA_MongoDB%20Accelerates%20Data%20Platform%20Cloud%20Adoption%20with%20Atlas.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MongoDB Accelerates Data Platform Cloud Adoption with Atlas</h5>  <p>The need for data-driven decision-making requires organizations to transform not only the approach to business intelligence and data science but also accelerate the development of new operational applications that support greater business agility, en</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/mongodb-accelerates-data-platform-cloud-adoption-with-atlas">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Couchbase Modernizing Relational Database Workloads" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MA_Couchbase%20Modernizing%20Relational%20Database%20Workloads.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Couchbase Modernizing Relational Database Workloads</h5>  <p>The term NoSQL has been a misnomer ever since it appeared in 2009 to describe a group of emerging databases. It was true that a lack of support for Structured Query Language (SQL) was common to the various databases referred to as NoSQL. However, it </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/couchbase-modernizing-relational-database-workloads">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Hydroanalytic Data Platforms Power Data Lakes’ Strategic Value" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MA_Hydroanalytic%20Data%20Platforms%20Power%20Data%20Lakes%E2%80%99%20Strategic%20Value.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Hydroanalytic Data Platforms Power Data Lakes’ Strategic Value</h5>  <p>Data lakes have enormous potential as a source of business intelligence. However, many early adopters of data lakes have found that simply storing large amounts of data in a data lake environment is not enough to generate business intelligence from t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/hydroanalytic-data-platforms-power-data-lakes-strategic-value">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Data Platforms Landscape Divided Between Analytic and Operational" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MA_Data%20Platforms%20Landscape%20Divided%20Between%20Analytic%20and%20Operational.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Platforms Landscape Divided Between Analytic and Operational</h5>  <p>As I noted when joining Ventana Research, the range of options faced by organizations in relation to data processing and analytics can be bewildering. When it comes to data platforms, however, there is one fundamental consideration that comes before </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/data-platforms-landscape-divided-between-analytic-and-operational">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="The Case for Buying vs. Building an Embedded Analytics Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_296932505.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Case for Buying vs. Building an Embedded Analytics Platform</h5>  <p>For decades, analytics have been separated from the business processes they are intended to support, primarily because productivity tools and applications that help workers complete their tasks have required IT intervention.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/research_perspective/analytics/the_case_for_buying_vs_building_an_embedded_analytics_platform">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="TIBCO Broadens Portfolio for Improved Analytics Efficiency" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_TIBCO%20Broadens%20Portfolio%20for%20Improved%20Analytics%20Efficiency.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>TIBCO Broadens Portfolio for Improved Analytics Efficiency</h5>  <p>TIBCO is a large, independent cloud-computing and data analytics software company that offers integration, analytics, business intelligence and events processing software. It enables organizations to analyze streaming data in real time and provides t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/tibco-broadens-portfolio-for-improved-analytics-efficiency">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Analytic Ops: The Last Mile of Data Ops" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Analytic%20Ops-The%20Last%20Mile%20of%20Data%20Ops.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytic Ops: The Last Mile of Data Ops</h5>  <p>Organizations have become more agile and responsive, in part, as a result of being more agile with their information technology. Adopting a DevOps approach to application deployment has allowed organizations to deploy new and revised applications mor</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/analytic-ops-the-last-mile-of-data-ops">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Talend Data Fabric Simplifies Data Life Cycle Management" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Talend%20Data%20Fabric%20Simplifies%20Data%20Life%20Cycle%20Management.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Talend Data Fabric Simplifies Data Life Cycle Management</h5>  <p>Talend is a data integration and management software company that offers applications for cloud computing, big data integration, application integration, data quality and master data management.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/talend-data-fabric-simplifies-data-life-cycle-management">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast ai_machine_learning " style=" text-align: center;" data-myorder="Expanding Your Analytics Audience" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_VI%20Embedded%20Analytics.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Expanding Your Analytics Audience</h5>  <p>In an ideal world, all employees serving across all job functions would be able to access and analyze all the information they need with ease. Unfortunately, today most analytics technologies still require specialized skills and expertise. As a busin</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/analytics/expanding_your_analytics_audience">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Using Event Data in Financial Services to Improve Business Processes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Using%20Event%20Data%20in%20Financial%20Services%20to%20Improve%20Business%20Processes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Using Event Data in Financial Services to Improve Business Processes</h5>  <p>Our research shows that nearly all financial service organizations (97%) consider it important to accelerate the flow of information and improve responsiveness.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/using-event-data-in-financial-services-to-improve-business-processes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="What Makes a Metric a KPI?" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_What%20Makes%20a%20Metric%20a%20KPI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>What Makes a Metric a KPI?</h5>  <p>How does your organization define and display its metrics? 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background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Google is a Vendor of Merit in 2021 Value Index for Analytics and Data</h5>  <p>We are happy to share some insights about Google Looker drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/google-is-a-vendor-of-merit-in-2021-value-index-for-analytics-and-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="TIBCO Rated with Merit in 2021 Value Index in Analytics and Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_TIBCO%20Rated%20with%20Merit%20in%202021%20Value%20Index%20in%20Analytics%20and%20Data.png) top center; 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background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Infor Gets Assurance Rating for Analytics and Data Value Index</h5>  <p>We are happy to share some insights about Infor Birst drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/infor-gets-assurance-rating-for-analytics-and-data-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="2021 Value Index for Analytics Rates Microsoft with Assurance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_2021%20Value%20Index%20for%20Analytics%20Rates%20Microsoft%20with%20Assurance.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>2021 Value Index for Analytics Rates Microsoft with Assurance</h5>  <p>We are happy to share some insights about Microsoft Power BI drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/2021-value-index-for-analytics-rates-microsoft-with-assurance">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Salesforce Tableau has Assurance in 2021 Value Index on Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Salesforce%20Tableau%20has%20Assurance%20in%202021%20Value%20Index%20on%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Salesforce Tableau has Assurance in 2021 Value Index on Analytics</h5>  <p>We are happy to share some insights about Tableau drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/salesforce-tableau-has-assurance-in-2021-value-index-on-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="SAS Rated with Assurance in Analytics and Data Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_SAS%20Rated%20with%20Assurance%20in%20Analytics%20and%20Data%20Value%20Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SAS Rated with Assurance in Analytics and Data Value Index</h5>  <p>We are happy to share some insights about SAS drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/sas-rated-with-assurance-in-analytics-and-data-value-index">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Enhance Analytics Performance and Impact in the Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_345150518.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Enhance Analytics Performance and Impact in the Cloud</h5>  <p>Data is moving to the cloud. As cloud applications have been adopted, this has meant that many critical sources of data for analytics now or soon will live in the cloud. In fact, almost two-thirds (61%) of participants in our research reported that t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics/enhance_analytics_performance_and_impact_in_the_cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="SAP Excels in Value Index for Analytics with its Customer Experience" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_SAP%20Excels%20in%20Value%20Index%20for%20Analytics%20with%20its%20Customer%20Experience.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SAP Excels in Value Index for Analytics with its Customer Experience</h5>  <p>We are happy to share some insights about SAP drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/sap-excels-in-value-index-for-analytics-with-its-customer-experience">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Board International Gains Exemplary Vendor Ranking in Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Board%20International%20Gains%20Exemplary%20Vendor%20Ranking%20in%20Value%20Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Board International Gains Exemplary Vendor Ranking in Value Index</h5>  <p>We are happy to share some insights about Board International drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/board-international-gains-exemplary-vendor-ranking-in-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Yellowfin is Innovative Leader in Mobile and Collaborative Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Yellowfin%20is%20Innovative%20Leader%20in%20Mobile%20and%20Collaborative%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Yellowfin is Innovative Leader in Mobile and Collaborative Analytics</h5>  <p>We are happy to share some insights about Yellowfin drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/yellowfin-is-innovative-leader-in-mobile-and-collaborative-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Domo Rated Exemplary and Collaborative Leader in 2021 Value Index on Analytics and Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Domo%20Rated%20Exemplary%20and%20Collaborative%20Leader%20in%202021%20Value%20Index%20on%20Analytics%20and%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Domo Rated Exemplary and Collaborative Leader in 2021 Value Index on Analytics and Data</h5>  <p>We are happy to share some insights about Domo drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/domo-rated-exemplary-and-collaborative-leader-in-2021-value-index-on-analytics-and-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Oracle Earns Innovative Vendor Rating in 2021 Analytics and Data Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Oracle%20Earns%20Innovative%20Vendor%20Rating%20in%202021%20Analytics%20and%20Data%20Value%20Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Oracle Earns Innovative Vendor Rating in 2021 Analytics and Data Value Index</h5>  <p>We are happy to share some insights about Oracle Analytics Cloud drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/oracle-earns-innovative-vendor-rating-in-2021-analytics-and-data-value-index">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Optimize Analytical Processing" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_271522918.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Optimize Analytical Processing</h5>  <p>Apache Spark and massively parallel processing (MPP) analytical databases are designed for different things. The first generation of “big data” architectures relied upon the distributed Hadoop and MapReduce framework for analytical processing. This f</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/analytics/optimize_analytical_processing">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Qlik is Exemplary and Value Index Leader in Customer Experience for 2021 Value Index for Analytics and Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Qlik%20is%20an%20Exemplary%20and%20Value%20Index%20Leader%20in%20CX%20for%202021%20Data%20and%20Analytics%20VI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Qlik is Exemplary and Value Index Leader in Customer Experience for 2021 Value Index for Analytics and Data</h5>  <p>We are happy to share some insights about Qlik drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/qlik-is-exemplary-and-value-index-leader-in-customer-experience-for-2021-value-index-for-analytics-and-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="TIBCO Information Builders is Named an Innovative Vendor in 2021 Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_TIBCO%20Information%20Builders%20is%20Named%20an%20Innovative%20Vender%20in%202021%20Value%20Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>TIBCO Information Builders is Named an Innovative Vendor in 2021 Value Index</h5>  <p>We are happy to share some insights about Information Builders’ WebFOCUS Business Intelligence and Analytics Platform drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/tibco-information-builders-is-named-an-innovative-vendor-in-2021-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="MicroStrategy Earns Value Index Rating of Exemplary in Analytics and Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_MicroStrategy%20Earns%20Value%20Index%20Rating%20of%20Exemplary%20in%20Analytics%20and%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MicroStrategy Earns Value Index Rating of Exemplary in Analytics and Data</h5>  <p>We are happy to share some insights about MicroStrategy drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/microstrategy-earns-value-index-rating-of-exemplary-in-analytics-and-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="IBM is Exemplary and Leader in Analytics and Data Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_IBM%20is%20Exemplary%20and%20Leader%20in%20Analytics%20and%20Data%20Value%20Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>IBM is Exemplary and Leader in Analytics and Data Value Index</h5>  <p>We are happy to share some insights about IBM drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/ibm-is-exemplary-and-leader-in-analytics-and-data-value-index">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Supporting Line of Business with an Analytics Continuum" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_235464167.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Supporting Line of Business with an Analytics Continuum</h5>  <p>In practical reality, “analytics” comprises many types of analysis, including reporting, visualization, planning, real-time processes, artificial intelligence and machine learning (AI/ML), and natural language processing. The analytics continuum must</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/analytics/supporting_line_of_business_with_an_analytics_continuum">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Embedded Analytics and Data 2021 Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/VR_VI_Embedded_Analytics_and_Data_Logo.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Embedded Analytics and Data 2021 Value Index</h5>  <p>This report evaluates the following vendors that offer products that deliver embedded analytics and business intelligence as we define it: Amazon.com Inc., Board International, Domo, Google LLC, Infor, Information Builders Inc., IBM, Microsoft Corpor</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/value_index/analytics/embedded_analytics_and_data/market-report/2021">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Mobile Analytics and Data 2021 Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/VR_VI_Mobile_Analytics_and_Data_Logo.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Mobile Analytics and Data 2021 Value Index</h5>  <p>This report evaluates the following vendors that offer products that deliver analytics and BI as we define it: Amazon.com Inc., Board International, Domo, Infor, Information Builders Inc., IBM, Google LLC, Microsoft Corporation, MicroStrategy, Oracle</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/value_index/analytics/mobile_analytics_and_data/market-report/2021">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Analytics and Data 2021 Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Ventana_Research_2021_Analytics_and_Data_Value_Index_Logo%20%281%29.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Analytics and Data 2021 Value Index</h5>  <p>This report evaluates the following vendors that offer products that deliver analytics and BI as we define it: Amazon.com Inc., Board International, Domo, Infor, Information Builders Inc., IBM, Google LLC, Microsoft Corporation, MicroStrategy, Oracle</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/value_index/analytics/analytics_and_data/market-report/2021">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Process Mining: Improve Execution and Operations with Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_IProcess%20Mining_Improve%20Execution%20and%20Operations%20with%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Process Mining: Improve Execution and Operations with Analytics</h5>  <p>Process-mining software isn’t exactly new, but it’s also not widely known in the software technology market. The discipline has been around for at least a decade, but is generating more interest these days with both specialist vendors and major enter</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/process-mining-improve-execution-and-operations-with-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="2021 Analytics and Data Value Index: Market Observations and Perspective" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_2021%20Analytics%20and%20Data%20Value%20Index_Market%20Observations%20and%20Perspective.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>2021 Analytics and Data Value Index: Market Observations and Perspective</h5>  <p>Having just completed the 2021 Ventana Research Value Index for Analytics and Data, I want to share some of my observations about how the market has advanced since our assessment two years ago. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/2021-analytics-and-data-value-index-market-observations-and-perspective">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Value Index for Analytics and Data Classifies and Rates Vendors" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_The%20Value%20Index%20for%20Analytics%20and%20Data%20Classifies%20and%20Rates%20Vendors-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Value Index for Analytics and Data Classifies and Rates Vendors</h5>  <p>I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Data 2021 is the distillation of a year of market and p</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/the-value-index-for-analytics-and-data-classifies-and-rates-vendors">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Microsoft Azure: Cloud Computing for Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Microsoft%20Azure_Cloud%20Computing%20for%20Data%20and%20Analytics-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Microsoft Azure: Cloud Computing for Data and Analytics</h5>  <p>Organizations are increasingly using data as a strategic asset, which makes data services critical. Huge volumes of data need to be stored, managed, discovered and analyzed.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/microsoft-azure-cloud-computing-for-data-and-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The 2021 Market Agenda for Analytics: Converting Data Into Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_The%202021%20Market%20Agenda%20for%20Analytics_Converting%20Data%20Into%20Insights.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The 2021 Market Agenda for Analytics: Converting Data Into Insights</h5>  <p>Ventana Research recently announced its 2021 market agenda for Analytics, continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value from technology investments to improve business outcomes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/the-2021-market-agenda-for-analytics-converting-data-into-insights">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="The Ventana Research 2021 Market Agenda: How Digital Effectiveness Impacts Organizational Agility" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MS_The%20Ventana%20Research%202021%20Market%20Agenda.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Ventana Research 2021 Market Agenda: How Digital Effectiveness Impacts Organizational Agility</h5>  <p>Ventana Research has announced its market agenda for 2021, continuing the tradition of transparency in our efforts to educate and guide the technology market but also our independence as we do not share our market agenda or analyst perspectives with </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://marksmith.ventanaresearch.com/the-ventana-research-2021-market-agenda-how-digital-effectiveness-impacts-organizational-agility">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="How to Take Advantage of AI/ML Today" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_How%20to%20Take%20Advantage%20of%20AI%20and%20ML%20Today.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>How to Take Advantage of AI/ML Today</h5>  <p>The industry is making huge strides with artificial intelligence (AI) and machine learning (ML). There is more data available to analyze. Analytics vendors have made it easier to build and deploy models, and AI/ML is being embedded into many types of</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/how-to-take-advantage-of-ai-and-ml-today">View</a></div> </div> </div> <div class="portfolio-item mix eBook ai_machine_learning " style=" text-align: center;" data-myorder="Boosting Production Quality with Advanced Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Research/eBooks/boosting%20production%20quality%20with%20advanced%20analytics%20-%20SAS.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Boosting Production Quality with Advanced Analytics</h5>  <p>Manufacturers today recognize the relationship between production quality and the bottom line. Quality is integral to overall operational processes and yields. Increasing output without maintaining quality results in higher costs in the form of rewor</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ebook/analytics/boosting_production_quality_with_advanced_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Why Collaboration Matters in Analytic Processes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Ventana_Research_2020_Assertion_Collaboration%20%281%29.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Why Collaboration Matters in Analytic Processes</h5>  <p>Every organization performing analytics with multiple employees needs to collaborate. They should be collaborating in the analytics process and in communicating the results of those analyses.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/why-collaboration-matters-in-analytic-processes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Oracle Day by Day earns our 13th Digital Innovation Award for Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_MS_Oracle_Day_by_Day_earns_our_13th_Digital_Innovation_Award_for_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Oracle Day by Day earns our 13th Digital Innovation Award for Analytics</h5>  <p>Ventana Research has awarded Oracle Day by Day its 2020 Digital Innovation Award for Analytics. This award recognizes the technology vendor that best exemplifies innovation in the application of analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://marksmith.ventanaresearch.com/oracle-day-by-day-earns-our-13th-digital-innovation-award-for-analytics">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast ai_machine_learning " style=" text-align: center;" data-myorder="The Analytics to AI Spectrum" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/The%20Analytics%20to%20AI%20Spectrum_cover.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Analytics to AI Spectrum</h5>  <p>Analytics and artificial intelligence (or AI) are different. Both are valuable and your organization should have a plan to provide both types of capabilities, but don’t expect that AI-based analyses will be a natural extension of your traditional ana</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/the_analytics_to_ai_spectrum">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="Evaluating Analytics and BI Software Vendors’ Capabilities" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_Evaluating_Analytics_and_BI_Software_Vendors%E2%80%99_Capabilities.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Evaluating Analytics and BI Software Vendors’ Capabilities</h5>  <p>Ventana Research has been evaluating analytics and business intelligence (BI) software for a long time—almost 20 years. Our methodology for these assessments is referred to as a Value Index. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/evaluating-analytics-and-bi-software-vendors-capabilities">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide ai_machine_learning " style=" text-align: center;" data-myorder="Delivering Value with Packaged Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Buyers Guide</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/Close_Automation_Refresh_Cover%20Image_smaller.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Delivering Value with Packaged Analytics</h5>  <p>All organizations are becoming data driven today. The key question is how to use your data to improve your bottom line. Organizations need to look beyond the data from a single department and instead combine data from across the organization (and fro</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/videocast/delivering_value_with_packaged_analytics">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast ai_machine_learning " style=" text-align: center;" data-myorder="Modern Analytics in the Digital Age" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_108922925-med.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Modern Analytics in the Digital Age</h5>  <p>Modern analytics should be delivered in a way that improves the digital experience and minimizes line-of-business dependence on IT resources. Cloud-based applications enable line-of-business functions to access analytics almost immediately and to acc</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/modern_analytics_in_the_digital_age">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Eliminating Bottlenecks in Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/Close_Automation_Refresh_Cover%20Image_smaller.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Eliminating Bottlenecks in Analytics</h5>  <p>It’s time to rethink analytics processes to minimize or eliminate roadblocks so that organizations can use data to make decisions more easily and more quickly.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/analytics/eliminating_bottlenecks_in_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Get Your Analytics and Business Intelligence Any Time" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Twitter_Cards/AP/DM/AP_DM_Get_Your_Analytics_and_Business_Intelligence_Any_Time_Social_Graphic-Horizontal-Quote-3.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Get Your Analytics and Business Intelligence Any Time</h5>  <p>For analytics to be effective, they need to be available to line-of-business personnel as needed in their normal course of conducting business, which today means providing rich mobile access to analytics through phones and tablets to support a mobile</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/get-your-analytics-and-business-intelligence-any-time">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Cloud-Based Architecture for Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_288429206.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cloud-Based Architecture for Data and Analytics</h5>  <p>Data and analytic workloads are moving to the cloud. Organizations need a flexible architecture to support hybrid, multi-cloud and on-premises deployments.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/analytics/cloud_based_architecture_for_data_and_analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Uncovering Trends in Data Governance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/VentanaResearch_Benchmark_Data_Governance_Logo200331.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Uncovering Trends in Data Governance</h5>  <p>Effectively managing data privacy and security is a high-stakes matter.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/uncovering-trends-in-data-governance">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective ai_machine_learning " style=" text-align: center;" data-myorder="You Can’t Plan on AI and ML" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/AP_DM_You_Cant_Plan_on_AI_Q_200413.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>You Can’t Plan on AI and ML</h5>  <p>Artificial intelligence (AI) and machine learning (ML) are all the rage right now.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/you-cant-plan-on-ai-and-ml">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Data Lakes Meet Data Warehouses" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/custom-video-thumbnails/Ventana_Research_Analyst_Perspective_Data_Lakes_2020-thumb.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Lakes Meet Data Warehouses</h5>  <p>In this analyst perspective, Dave Menninger takes a look at data lakes. He explains the term “data lake,” describes common use cases and shares his views on some of the latest market trends.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-lakes-meet-data-warehouses">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint ai_machine_learning " style=" text-align: center;" data-myorder="How Changing Data Patterns Are Impacting Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_286509189.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>How Changing Data Patterns Are Impacting Analytics</h5>  <p>To take advantage of increasing data velocities, organizations must adopt architectures, tools and workflows that support automated and continuous analyses.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/analytics/how_changing_data_patterns_are_impacting_analytics">View</a></div> </div> </div> <div class="portfolio-item mix White Paper ai_machine_learning " style=" text-align: center;" data-myorder="Empowering the Lines of Business with Packaged Analytics Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://research.isg-one.com/hubfs/Images/Shutterstock-images/AdobeStock_297628763.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Empowering the Lines of Business with Packaged Analytics Applications</h5>  <p>Packaged analytic applications help line-of-business personnel at all levels of the organization improve the effectiveness of their business operations by providing accessible KPIs, metrics and related analytics to enable better and faster decision-m</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/analytics/empowering_line_of_business_employees_with_packaged_analytics_applications">View</a></div> </div> </div> </div>  <div class="container"> <div class="bottom_contents"> <div id="hs_cos_wrapper_widget_1680946888653_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="bottom_button_headline_text"><div style="text-align: center; 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height: auto;" srcset="https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=342&height=90&name=Crane_WW_white_Logo.png 342w, https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=684&height=180&name=Crane_WW_white_Logo.png 684w, https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=1026&height=270&name=Crane_WW_white_Logo.png 1026w, https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=1368&height=360&name=Crane_WW_white_Logo.png 1368w, https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=1710&height=450&name=Crane_WW_white_Logo.png 1710w, https://research.isg-one.com/hs-fs/hubfs/Crane_WW_white_Logo.png?width=2052&height=540&name=Crane_WW_white_Logo.png 2052w" sizes="(max-width: 684px) 100vw, 684px"> </a> </div> <div class="inner_content" style="height: 133px;;display: flex;align-items: center;"> <p><strong style="color: #fff; font-size: 18px; line-height: 1.6; margin: 0 0 35px;">Using</strong></p> </div> <div class="inner_content" style="height: 133px;;display: flex;align-items: center;"> <a href="https://www.fivetran.com/"> <img src="https://research.isg-one.com/hs-fs/hubfs/FiveTran_white_logo.png?width=1200&height=627&name=FiveTran_white_logo.png" alt="FiveTran_white_logo" loading="lazy" width="1200" height="627" style="max-width: 100%; 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line-height: 1.5; margin: 0 0 20px; text-transform: none; } .industry-agenda { text-align: CENTER ; font-family:"Raleway","Helvetica Neue",Helvetica,Arial,sans-serif; } </style></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-33 dnd_area-row-12-vertical-alignment dnd_area-row-12-padding dnd-section dnd_area-row-12-max-width-section-centering"> <div class="row-fluid "> <div class="span6 widget-span widget-type-cell dnd_area-column-27-vertical-alignment dnd-column" style="" data-widget-type="cell" data-x="0" data-w="6"> <div class="row-fluid-wrapper row-depth-1 row-number-34 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1679131881633" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <a id="calendar" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-35 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-28" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-28_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2> </h2> <h2>Market Agenda Calendar</h2> <p>ISG Software Research maintains a rigorous approach to its areas of research expertise through a methodology of processes and activities to ensure we provide the best possible insights on technology across business and IT. This is represented in our Market Agenda, which is a foundation for providing actionable information and guidance to help you identify opportunities for improved competitiveness and effectiveness. Other industry analyst firms lack methodology and a publicly available research agenda and are easily biased by clients and the industry. We take pride in our reputation for independence and provide our research calendar and agenda for visibility into the upcoming months of activity.</p></span></div> </div> </div> </div> </div> <div class="span6 widget-span widget-type-cell dnd_area-column-29-vertical-alignment dnd-column" style="" data-widget-type="cell" data-x="6" data-w="6"> <div class="row-fluid-wrapper row-depth-1 row-number-36 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-30" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <div class="hs-video-widget" data-hsv-embed-id="492079a6-ad5e-4822-8409-06103b78633c"> <div class="hs-video-container" style="max-width: 1920px; margin: 0 auto;"> <div class="hs-video-wrapper" style="position: relative; height: 0; padding-bottom: 56.25%"> <iframe data-hsv-src="https://play.hubspotvideo.com/v/2035844/id/152873307676?play_button_color=ffffff" referrerpolicy="origin" sandbox="allow-forms allow-scripts allow-same-origin allow-popups" allow="autoplay; fullscreen;" style="position: absolute !important; width: 100% !important; height: 100% !important; left: 0; top: 0; border: 0 none; pointer-events: initial" title="HubSpot Video" loading="lazy" data-hsv-id="152873307676" data-hsv-play-button-color="ffffff" data-hsv-width="1920" data-hsv-height="1080" data-hsv-full-width="false"></iframe> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-37 dnd_area-row-13-padding dnd_area-row-13-max-width-section-centering dnd-section"> <div class="row-fluid "> <div class="span4 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="4"> <div class="row-fluid-wrapper row-depth-1 row-number-38 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-32" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-32 .custom-4col--inner-tf { display:inline-block; border-radius:2px; width:100%; background:#FFF; box-shadow:0 3px 6px rgb(0 0 0/16%),0 3px 6px rgb(0 0 0/23%); margin-bottom:1em; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-32 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-32 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-tf h4 { font-size:18px; font-family:"Raleway","Helvetica Neue",Helvetica,Arial,sans-serif; font-weight:600 !important; letter-spacing:1px; line-height:1.5; margin:0 0 20px; text-transform:none; color:#255B8A; } #hs_cos_wrapper_dnd_area-module-32 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-tf { text-align:center; display:inline-block; height:15%; width:90%; margin-left:5%; margin-right:5%; margin-top:5%; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf { height:75%; width:90%; margin-left:5%; margin-right:5%; margin-bottom:5%; text-align:center; display:inline-block; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf ul li { color:#333333; list-style:none; padding-bottom:13px; margin-bottom:7px; position:relative; line-height:1.6; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-32 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf ul li:not(:last-child):after { content:''; background-color:#A0A0A4; display:block; width:80%; position:absolute; height:1px; left:0; right:0; bottom:0; margin:0 auto; } #hs_cos_wrapper_dnd_area-module-32 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-32 .custom-4col--heading-content-tf ul li strong { font-weight:bold !important; color:#7b7b7b; } </style> <div class="custom-column-tf"> <div class="custom-4col--inner-tf"> <div class="custom-4col--headin-tfg"> <h4>February</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li><strong>Analyst and Market Perspectives</strong><br><span>DataOps</span></li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-data-intelligence" rel="noopener">Data Intelligence promoted;</a><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-analytics-and-data" rel="noopener">Analytics and Data promoted</a>;<br><a href="/buyers_guide/analytics_and_data/2024_buyers_guides_for_dataops" rel="noopener">DataOps promoted;</a><br>Real-Time Data in collection;<br>Data Platforms in design</li> </ul> </div> </div> </div></div> </div> </div> </div> </div> <div class="span4 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="4" data-w="4"> <div class="row-fluid-wrapper row-depth-1 row-number-39 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-34" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-34 .custom-4col--inner-tf { display:inline-block; border-radius:2px; width:100%; background:#FFF; box-shadow:0 3px 6px rgb(0 0 0/16%),0 3px 6px rgb(0 0 0/23%); margin-bottom:1em; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-34 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-34 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-tf h4 { font-size:18px; font-family:"Raleway","Helvetica Neue",Helvetica,Arial,sans-serif; font-weight:600 !important; letter-spacing:1px; line-height:1.5; margin:0 0 20px; text-transform:none; color:#255B8A; } #hs_cos_wrapper_dnd_area-module-34 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-tf { text-align:center; display:inline-block; height:15%; width:90%; margin-left:5%; margin-right:5%; margin-top:5%; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf { height:75%; width:90%; margin-left:5%; margin-right:5%; margin-bottom:5%; text-align:center; display:inline-block; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf ul li { color:#333333; list-style:none; padding-bottom:13px; margin-bottom:7px; position:relative; line-height:1.6; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-34 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf ul li:not(:last-child):after { content:''; background-color:#A0A0A4; display:block; width:80%; position:absolute; height:1px; left:0; right:0; bottom:0; margin:0 auto; } #hs_cos_wrapper_dnd_area-module-34 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-34 .custom-4col--heading-content-tf ul li strong { font-weight:bold !important; color:#7b7b7b; } </style> <div class="custom-column-tf"> <div class="custom-4col--inner-tf"> <div class="custom-4col--headin-tfg"> <h4>March</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li style="list-style-type: none;"> <ul> <li><strong>Analyst and Market Perspectives<br></strong><span>Metrics and Headless BI</span></li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-data-intelligence" rel="noopener">Data Intelligence promoted;</a><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-analytics-and-data" rel="noopener">Analytics and Data promoted</a>;<br><a href="/buyers_guide/analytics_and_data/2024_buyers_guides_for_dataops" rel="noopener">DataOps promoted;</a><br>Real-Time Data in collection;<br>Data Platforms in collection</li> </ul> </li> </ul> </div> </div> </div></div> </div> </div> </div> </div> <div class="span4 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="8" data-w="4"> <div class="row-fluid-wrapper row-depth-1 row-number-40 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-36" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-36 .custom-4col--inner-tf { display:inline-block; border-radius:2px; width:100%; background:#FFF; box-shadow:0 3px 6px rgb(0 0 0/16%),0 3px 6px rgb(0 0 0/23%); margin-bottom:1em; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-36 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-36 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-tf h4 { font-size:18px; font-family:"Raleway","Helvetica Neue",Helvetica,Arial,sans-serif; font-weight:600 !important; letter-spacing:1px; line-height:1.5; margin:0 0 20px; text-transform:none; color:#255B8A; } #hs_cos_wrapper_dnd_area-module-36 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-tf { text-align:center; display:inline-block; height:15%; width:90%; margin-left:5%; margin-right:5%; margin-top:5%; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf { height:75%; width:90%; margin-left:5%; margin-right:5%; margin-bottom:5%; text-align:center; display:inline-block; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf ul li { color:#333333; list-style:none; padding-bottom:13px; margin-bottom:7px; position:relative; line-height:1.6; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-36 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf ul li:not(:last-child):after { content:''; background-color:#A0A0A4; display:block; width:80%; position:absolute; height:1px; left:0; right:0; bottom:0; margin:0 auto; } #hs_cos_wrapper_dnd_area-module-36 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-36 .custom-4col--heading-content-tf ul li strong { font-weight:bold !important; color:#7b7b7b; } </style> <div class="custom-column-tf"> <div class="custom-4col--inner-tf"> <div class="custom-4col--headin-tfg"> <h4>April</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li><strong>Analyst and Market Perspectives<br></strong><span>Data Governance</span></li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-data-intelligence" rel="noopener">Data Intelligence promoted;</a><br><a href="/buyers_guide/analytics_and_data/2024-buyers-guides-for-analytics-and-data" rel="noopener">Analytics and Data promoted</a>;<br><a href="/buyers_guide/analytics_and_data/2024_buyers_guides_for_dataops" rel="noopener">DataOps promoted;</a><br>Real-Time Data in analysis;<br>Data Platforms in collection</li> </ul> <p> </p> </div> </div> </div></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-41 dnd-section dnd_area-row-14-margin"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-42 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-38" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-38_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="text-align: center; font-weight: 300; font-size: 18px; line-height: 1.6;"><span><span dir="ltr">Want to see our plans for business and technology this year?</span></span><br><a class="fancy-btn" href="/hubfs/2024_Market_Agenda/PDFs/ISG_VR_Market_Agenda_for_Analytics_and_Data_2024.pdf" target="_blank" rel="noopener" style="border-bottom: 1px solid transparent; font-weight: 600;">DOWNLOAD THE MARKET AGENDA</a></p></span></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-43 dnd-section dnd_area-row-15-max-width-section-centering dnd_area-row-15-background-color dnd_area-row-15-padding dnd_area-row-15-background-layers"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-44 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-45 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1679131905165" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <a id="coverage" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-46 dnd_area-column-40-row-1-padding dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-41" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-41_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2 style="font-weight: bold; text-align: center;" data-wow-duration="1s" data-wow-offset="200"><span style="color: #ffffff;">Vendors Covered</span></h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-47 dnd-row"> <div class="row-fluid "> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-42" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-42 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-42 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li><a href="http://www.8451.com" rel="noopener" target="_blank">84.51</a></li> <li><a href="https://www.acceldata.io/" rel="noopener" target="_blank"><span>Acceldata</span></a></li> <li><a href="https://www.acryldata.io/" rel="noopener" target="_blank"><span>Acryl Data</span></a></li> <li><a href="https://www.actian.com/" rel="noopener" target="_blank"><span>Actian</span></a></li> <li><a href="https://aerospike.com/" rel="noopener" target="_blank"><span>Aerospike</span></a></li> <li><a href="https://aiven.io/" rel="noopener" target="_blank"><span>Aiven</span></a></li> <li><a href="https://www.alation.com/" rel="noopener" target="_blank"><span>Alation</span></a></li> <li><a href="https://www.alluxio.io/" rel="noopener" target="_blank"><span>Alluxio</span></a></li> <li><a href="http://altair.com" rel="noopener" target="_blank">Altair</a></li> <li><a href="http://www.alteryx.com/" rel="noopener" target="_blank">Alteryx</a></li> <li><a href="https://aws.amazon.com" rel="noopener" target="_blank">Amazon Web Services (AWS)</a></li> <li><a href="https://www.anomalo.com/" rel="noopener" target="_blank"><span>Anomalo</span></a></li> <li><a href="https://apromore.com/" rel="noopener" target="_blank">Apromore</a></li> <li><a href="https://www.ascend.io/" rel="noopener" target="_blank"><span>Ascend.io</span></a></li> <li><a href="https://www.ataccama.com/" rel="noopener" target="_blank"><span>Ataccama</span></a></li> <li><a href="https://www.bigeye.com/" rel="noopener" target="_blank"><span>Bigeye</span></a></li> <li><a href="https://bigid.com/" rel="noopener" target="_blank"><span>BigID</span></a></li> <li><a href="https://www.bmc.com/" rel="noopener" target="_blank"><span>BMC</span></a></li> <li><a href="http://www.board.com/us/" rel="noopener" target="_blank">Board International</a></li> <li><a href="https://boomi.com/" rel="noopener" target="_blank"><span>Boomi</span></a></li> <li><a href="https://www.cdata.com/" rel="noopener" target="_blank"><span>CData Software</span></a></li> <li><a href="https://celerdata.com/" rel="noopener" target="_blank"><span>CelerData</span></a></li> <li><a href="https://www.chroma.com/" rel="noopener" target="_blank"><span>Chroma</span></a></li> <li><a href="https://www.cloudera.com/" rel="noopener" target="_blank"><span>Cloudera</span></a></li> <li><a href="https://www.collibra.com/us/en" rel="noopener" target="_blank"><span>Collibra</span></a></li> <li><a href="https://www.confluent.io/" rel="noopener" target="_blank"><span>Confluent</span></a></li> <li><a href="https://www.couchbase.com/" rel="noopener" target="_blank"><span>Couchbase</span></a></li> <li><a href="https://www.databricks.com/" rel="noopener" target="_blank">Databricks</a></li> <li><a href="http://dataiku.com" rel="noopener" target="_blank">Dataiku</a></li> <li><a href="https://datakitchen.io/" rel="noopener" target="_blank"><span>DataKitchen</span></a></li> <li><a href="https://www.dataops.live/" rel="noopener" target="_blank"><span>DataOps.live</span></a></li> <li><a href="http://www.datarobot.com" rel="noopener" target="_blank">DataRobot</a></li> <li><a href="https://www.datastax.com/" rel="noopener" target="_blank"><span>DataStax</span></a></li> <li><a href="https://datricks.com/" rel="noopener" target="_blank">Datricks</a></li> <li><a href="https://www.denodo.com/en" rel="noopener" target="_blank"><span>Denodo</span></a></li> <li><a href="https://www.dominodatalab.com/" rel="noopener" target="_blank">Domino Data Lab</a></li> <li><a href="http://www.domo.com/" rel="noopener" target="_blank">Domo</a></li> <li><a href="https://www.dremio.com/" rel="noopener" target="_blank"><span>Dremio</span></a></li> <li><a href="https://www.exasol.com/" rel="noopener" target="_blank"><span>EXASOL</span></a></li> <li><a href="https://www.explorium.ai/" rel="noopener" target="_blank"><span>Explorium</span></a></li> <li><a href="https://fauna.com/" rel="noopener" target="_blank"><span>Fauna</span></a></li> <li><a href="https://www.fivetran.com/" rel="noopener" target="_blank"><span>Fivetran</span></a></li> <li><a href="http://www.gooddata.com/" rel="noopener" target="_blank">GoodData</a></li> <li><a href="http://www.google.co.in/" rel="noopener" target="_blank">Google</a></li> <li><a href="https://www.harbrdata.com/" rel="noopener" target="_blank"><span>Harbr Data</span></a></li> <li><a href="https://hazelcast.com/" rel="noopener" target="_blank"><span>Hazelcast</span></a></li> </ul> </div> </div> </div> </section></div> </div> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="4" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-43" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-43 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-43 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li><a href="https://www.hpe.com/us/en/home.html" rel="noopener" target="_blank"><span>Hewlett Packard Enterprise</span></a></li> <li><a href="https://www.ibm.com/us-en" rel="noopener" target="_blank"><span>IBM</span></a></li> <li><a href="https://imply.io/" rel="noopener" target="_blank"><span>Imply</span></a></li> <li><a href="https://www.incorta.com/" rel="noopener" target="_blank"><span>Incorta</span></a></li> <li><a href="https://www.influxdata.com/" rel="noopener" target="_blank"><span>InfluxData</span></a></li> <li><a href="https://www.infor.com/" rel="noopener" target="_blank"><span>Infor</span></a></li> <li><a href="https://www.informatica.com/" rel="noopener" target="_blank"><span>Informatica Corporation</span></a></li> <li><a href="https://insightsoftware.com/" rel="noopener" target="_blank">insightsoftware</a></li> <li><a href="https://www.integrate.io/" rel="noopener" target="_blank"><span>Integrate.io</span></a></li> <li><a href="https://www.intersystems.com/" rel="noopener" target="_blank"><span>InterSystems</span></a></li> <li><a href="https://www.jitterbit.com/" rel="noopener" target="_blank"><span>Jitterbit</span></a></li> <li><a href="https://www.k2view.com/" rel="noopener" target="_blank"><span>K2View</span></a></li> <li><a href="https://keebo.ai/" rel="noopener" target="_blank"><span>Keebo</span></a></li> <li><a href="https://www.kensu.io/" rel="noopener" target="_blank"><span>Kensu</span></a></li> <li><a href="https://www.kinetica.com/" rel="noopener" target="_blank"><span>Kinetica</span></a></li> <li><a href="https://kx.com/" rel="noopener" target="_blank"><span>KX</span></a></li> <li><a href="https://kyligence.io/" rel="noopener" target="_blank">Kyligence</a></li> <li><a href="http://www.kyvosinsights.com" rel="noopener" target="_blank">Kyvos</a></li> <li><a href="https://mariadb.com/" rel="noopener" target="_blank"><span>MariaDB</span></a></li> <li><a href="https://materializecss.com/" rel="noopener" target="_blank"><span>Materialize</span></a></li> <li><a href="https://www.matillion.com/" rel="noopener" target="_blank"><span>Matillion</span></a></li> <li><a href="http://www.metricinsights.com/" rel="noopener" target="_blank">Metric Insights</a></li> <li><a href="http://www.microsoft.com/en-us/default.aspx" rel="noopener" target="_blank">Microsoft</a></li> <li><a href="http://www.microstrategy.com/" rel="noopener" target="_blank">MicroStrategy</a></li> <li><a href="https://www.mongodb.com/" rel="noopener" target="_blank"><span>MongoDB</span></a></li> <li><a href="https://www.montecarlodata.com/" rel="noopener" target="_blank"><span>Monte Carlo</span></a></li> <li><a href="https://neo4j.com/" rel="noopener" target="_blank"><span>Neo4j</span></a></li> <li><a href="https://www.observeinc.com/" rel="noopener" target="_blank"><span>Observe, Inc.</span></a></li> <li><a href="https://ocient.com/" rel="noopener" target="_blank"><span>Ocient</span></a></li> <li><a href="https://www.ontotext.com/" rel="noopener" target="_blank"><span>Ontotext</span></a></li> <li><a href="http://www.opentext.com" rel="noopener" target="_blank">OpenText Corp.</a></li> <li><a href="http://www.oracle.com/index.html" rel="noopener" target="_blank">Oracle</a></li> <li><a href="http://palantir.com" rel="noopener" target="_blank">Palantir Technologies Inc.</a></li> <li><a href="https://www.percona.com/" rel="noopener" target="_blank"><span>Percona</span></a></li> <li><a href="https://www.prefect.io/" rel="noopener" target="_blank">Prefect</a></li> <li><a href="https://www.pingcap.com/" rel="noopener" target="_blank">PingCAP Ltd.</a></li> <li><a href="https://planetscale.com/" rel="noopener" target="_blank"><span>Planetscale Inc.</span></a></li> <li><a href="https://www.precisely.com/" rel="noopener" target="_blank"><span>Precisely</span></a></li> <li><a href="https://predibase.com/" rel="noopener" target="_blank"><span>Predibase</span></a></li> <li><a href="https://www.prefect.io/" rel="noopener" target="_blank"><span>Prefect</span></a></li> <li><a href="https://www.prevedere.com/" rel="noopener" target="_blank">Prevedere</a></li> <li><a href="https://www.profound.net/" rel="noopener" target="_blank"><span>Profound Networks</span></a></li> <li><a href="https://www.prophecy.io/" rel="noopener" target="_blank"><span>Prophecy</span></a></li> <li><a href="https://www.purplecube.ai/" rel="noopener" target="_blank"><span>PurpleCube</span></a></li> <li><a href="http://www.pyramidanalytics.com/" rel="noopener" target="_blank">Pyramid Analytics</a></li> <li><a href="http://www.qlik.com/" rel="noopener" target="_blank">Qlik</a></li> </ul> </div> </div> </div> </section></div> </div> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="8" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-44" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-44 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-44 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li><a href="https://www.quantummetric.com/" rel="noopener" target="_blank"><span>Quantum Metric Inc.</span></a></li> <li><a href="https://www.quest.com/" rel="noopener" target="_blank"><span>Quest Software</span></a></li> <li><a href="https://www.redhat.com/en" rel="noopener" target="_blank"><span>Red Hat</span></a></li> <li><a href="https://www.reltio.com/" rel="noopener" target="_blank"><span>Reltio</span></a></li> <li><a href="https://risingwave.com/" rel="noopener" target="_blank"><span>RisingWave Labs</span></a></li> <li><a href="https://rivery.io/" rel="noopener" target="_blank"><span>Rivery</span></a></li> <li><a href="https://rockset.com/" rel="noopener" target="_blank"><span>Rockset, Inc.</span></a></li> <li><a href="https://www.runecast.com/" rel="noopener" target="_blank"><span>Runecast Solutions</span></a><br><span></span></li> <li><a href="http://www.salesforce.com" rel="noopener" target="_blank">Salesforce</a></li> <li><a href="http://www.sap.com/" rel="noopener" target="_blank">SAP</a></li> <li><a href="https://www.semarchy.com/" rel="noopener" target="_blank">Semarchy</a></li> <li><a href="https://www.shipyardapp.com/" rel="noopener" target="_blank"><span>Shipyard</span></a></li> <li><a href="https://www.sigmacomputing.com/" rel="noopener" target="_blank">Sigma Computing</a></li> <li><a href="https://www.singlestore.com/" rel="noopener" target="_blank"><span>SingleStore</span></a><br><span></span></li> <li><a href="http://www.sisense.com/" rel="noopener" target="_blank">Sisense</a></li> <li><a href="https://www.snaplogic.com/" rel="noopener" target="_blank"><span>SnapLogic</span></a></li> <li><a href="https://www.snowflake.com/en/" rel="noopener" target="_blank"><span>Snowflake</span></a></li> <li><a href="https://solace.com/" rel="noopener" target="_blank"><span>Solace</span></a></li> <li><a href="http://www.splunk.com/" rel="noopener" target="_blank">Splunk</a></li> <li><a href="https://www.starburst.io/" rel="noopener" target="_blank"><span>Starburst Data</span></a></li> <li><a href="https://www.stibosystems.com/" rel="noopener" target="_blank"><span>Stibo Systems</span></a></li> <li><a href="https://sumatra.ai/" rel="noopener" target="_blank"><span>Sumatra</span></a></li> <li><a href="https://www.tamr.com/" rel="noopener" target="_blank"><span>Tamr</span></a></li> <li><a href="https://www.tellius.com/" rel="noopener" target="_blank">Tellius</a></li> <li><a href="https://www.telm.ai/" rel="noopener" target="_blank"><span>Telmai</span></a></li> <li><a href="http://www.teradata.com/" rel="noopener" target="_blank">Teradata</a></li> <li><a href="https://www.thoughtspot.com/" rel="noopener" target="_blank">ThoughtSpot</a></li> <li><a href="https://www.tibco.com/" rel="noopener" target="_blank">TIBCO</a></li> <li><a href="https://unstructured.io/" rel="noopener" target="_blank"><span>Unstructured.io</span></a></li> <li><a href="https://uplevelteam.com/" rel="noopener" target="_blank"><span>Uplevel</span></a></li> <li><a href="https://vastdata.com/" rel="noopener" target="_blank"><span>VAST Data</span></a></li> <li><a href="https://vectara.com/" rel="noopener" target="_blank"><span>Vectara</span></a><br><span></span></li> <li><a href="https://www.veezoo.com/" rel="noopener" target="_blank">Veezoo</a></li> <li><a href="https://www.vertica.com/" rel="noopener" target="_blank"><span>Vertica by OpenText</span></a></li> <li><a href="https://www.viamedici.com/" rel="noopener" target="_blank"><span>Viamedici</span></a><br><span></span></li> <li><a href="http://www.virtualitics.com" rel="noopener" target="_blank">Virtualitics</a></li> <li><a href="http://www.wherescape.com" rel="noopener" target="_blank">WhereScape</a></li> <li><a href="https://wiiisdom.com/" rel="noopener" target="_blank">Wiiisdom</a></li> <li><a href="https://www.xiatech.co.uk" rel="noopener" target="_blank">Xiatech</a></li> <li><a href="https://www.y42.com/" rel="noopener" target="_blank">Y42</a></li> <li><a href="https://yellowbrick.com/" rel="noopener" target="_blank"><span>Yellowbrick Data</span></a></li> <li><a href="http://www.yellowfinbi.com/" rel="noopener" target="_blank">YellowFin, Inc.</a></li> <li><a href="https://www.yseop.com/" rel="noopener" target="_blank">Yseop</a></li> <li><a href="https://www.yugabyte.com/" rel="noopener" target="_blank"><span>Yugabyte</span></a></li> <li><a href="https://zilliz.com/" rel="noopener" target="_blank"><span>Zilliz</span></a></li> <li><a href="http://www.zoho.com" rel="noopener" target="_blank">Zoho</a></li> </ul> </div> </div> </div> </section></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-48 dnd_area-column-40-row-3-padding dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-45" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-45_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2 style="font-weight: bold; text-align: center;" data-wow-duration="1s" data-wow-offset="200"><span style="color: #ffffff;">Vendors Not Covered or Recommended</span></h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-49 dnd-row"> <div class="row-fluid "> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-46" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-46 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-46 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li>Activeviam</li> <li>Anaconda</li> <li>Anodot</li> <li>Arria</li> <li><span>Astronomer</span></li> <li>Celonis</li> <li>Course5i</li> <li><span>ClickHouse</span></li> <li><span>Cloud Software Group</span></li> <li><span>Cockroach Labs</span></li> <li><span>Course5i</span></li> <li>Crowdsmart</li> <li><span>data.world</span></li> <li>Dataminr Inc.</li> <li>DBT</li> <li>EDB</li> <li>ElectrifAi</li> </ul> </div> </div> </div> </section></div> </div> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="4" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-47" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-47 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-47 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li>Engineering Ingegneria Informatica</li> <li><span>Equalum</span></li> <li>ESRI</li> <li>EvolutionIQ</li> <li>FICO</li> <li><span>Firebolt</span></li> <li>H2O.ai</li> <li>Hitachi Vantara</li> <li>Infor</li> <li><span>Infoworks.io</span></li> <li>Jedox</li> <li>Knime</li> <li><span>Lyftron Data</span></li> <li>MathWorks</li> <li>Mode</li> <li><span>Nvidia</span></li> <li><span>Okera</span></li> <li><span>Pecan</span></li> </ul> </div> </div> </div> </section></div> </div> <div class="span4 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="8" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-48" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-48 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-48 #vendors-coverd_not_coverd-tf ul li { padding:0; margin:0; list-style:none; text-align:center; } </style> <section id="vendors-coverd_not_coverd-tf" class="wow slideInUp" data-wow-delay="1s" data-wow-duration="3s"> <div class="container-fluid p-0"> <div class="content_parent-tf"> <div class="content-tf"> <ul> <li><span>Phocas Software</span></li> <li><span>Progress Software</span></li> <li><span>Promethium</span></li> <li><span>Redis</span></li> <li>SAS</li> <li><span>Scylla</span></li> <li><span>Seeq</span></li> <li><span>Soda Data</span></li> <li>splashBI</li> <li><span>SQream</span></li> <li><span>Striim Inc.</span></li> <li><span>Syniti</span></li> <li><span>TigerGraph</span></li> <li>Vizlib Ltd.</li> <li><span>WANdisco Inc.</span></li> <li>Weights & Biases</li> <li>Worksoft</li> </ul> </div> </div> </div> </section></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-50 dnd_area-column-39-row-1-padding dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-49" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-49_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><div style="text-align: center;"><span><span style="color: #7b7b7b;">For more information on Vendor coverage, or to become a covered vendor,</span> </span><span style="color: #e8ebee;"><a href="/briefing" style="color: #e8ebee;">click here</a>.</span></div></span></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-51 dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-52 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1679544219816" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <a id="ready-to-start" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-53 dnd_area-row-17-padding dnd_area-row-17-force-full-width-section dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd-column" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-54 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-51" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> #hs_cos_wrapper_dnd_area-module-51 .headline_content { box-shadow:rgb(0 0 0/10%) 0px 0px 10px 2px; margin:0px; background:#FFFFFF; text-align:center; padding-top:50px; padding-right:0px; padding-bottom:50px; padding-left:0px; } #hs_cos_wrapper_dnd_area-module-51 .headline_content h2 { font-weight:600; } #hs_cos_wrapper_dnd_area-module-51 .headline_content p { font-size:18px; line-height:27px; font-weight:100; margin:0; } #hs_cos_wrapper_dnd_area-module-51 .form_with_parallax_background { background-attachment:fixed; position:relative; z-index:1; background-image:url(https://research.isg-one.com/hubfs/Contact_Us_Footer_Image_AdobeStock_297687974-1.webp); background-size:cover; background-position:center center; padding-top:50px; padding-bottom:50px; } #hs_cos_wrapper_dnd_area-module-51 .form_with_parallax_background:before { content:''; background:rgba(0,0,0,0.7); position:absolute; left:0; top:0; width:100%; height:100%; z-index:-1; } #hs_cos_wrapper_dnd_area-module-51 .form_outer { max-width:575px; margin:0px auto; } #hs_cos_wrapper_dnd_area-module-51 label { display:inline-block; color:#fff; font-weight:100 !important; margin:0; font-size:14px; } #hs_cos_wrapper_dnd_area-module-51 .form-control, #hs_cos_wrapper_dnd_area-module-51 input:not([type="radio"]):not([type="checkbox"]):not([type="file"]):not([type="submit"]):not([type="button"]), #hs_cos_wrapper_dnd_area-module-51 textarea, #hs_cos_wrapper_dnd_area-module-51 select, #hs_cos_wrapper_dnd_area-module-51 input[readonly]:not([type="radio"]):not([type="checkbox"]):not([type="file"]):not([type="submit"]):not([type="button"]), #hs_cos_wrapper_dnd_area-module-51 input:not([type="radio"]):not([type="checkbox"]):not([type="file"]):not([type="submit"]):not([type="button"]), #hs_cos_wrapper_dnd_area-module-51 textarea, #hs_cos_wrapper_dnd_area-module-51 select, #hs_cos_wrapper_dnd_area-module-51 input[readonly]:not([type="radio"]):not([type="checkbox"]):not([type="file"]):not([type="submit"]):not([type="button"]) { background:rgba(51,51,51,0.81) none repeat scroll 0 0; border:2px solid #d5d5d5; border-radius:0; font-weight:600; box-sizing:border-box; color:#ffffff; font-size:14px; min-height:50px; margin:0 0 20px; outline:medium none; width:100%; font-family:'Open Sans','Helvetica Neue',Helvetica,Arial,sans-serif; max-width:600px; line-height:23px; padding:12px 17px 11px; outline:0; } #hs_cos_wrapper_dnd_area-module-51 ::-webkit-input-placeholder { color:#fff; opacity:1; } #hs_cos_wrapper_dnd_area-module-51 .hs-input:focus::placeholder { opacity:.5; } #hs_cos_wrapper_dnd_area-module-51 label.hs-error-msg { color:red; display:block; margin-top:-12px; font-weight:800 !important; font-size:16px; line-height:1.5; } #hs_cos_wrapper_dnd_area-module-51 .legal-consent-container { font-size:14px; font-weight:300; color:#fff; margin:5px; line-height:1.6; } #hs_cos_wrapper_dnd_area-module-51 .legal-consent-container p a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-51 input[type=submit].hs-button.primary { cursor:pointer; -webkit-appearance:none; display:inline-block; white-space:normal; text-align:center; background-color:rgba(51,51,51,0.81) !important; border-radius:0; border:2px solid #d5d5d5 !important; color:#ffffff !important; font-size:16px; outline:none; font-weight:600; padding:13px 30px; text-decoration:none !important; font-family:'Open Sans','Helvetica Neue',Helvetica,Arial,sans-serif; transition:all 0.5s ease; text-decoration:none !important; } #hs_cos_wrapper_dnd_area-module-51 input[type=submit].hs-button.primary:hover { text-decoration:none; background-color:rgba(0,0,0,0.65) !important; color:#ffffff !important; } #hs_cos_wrapper_dnd_area-module-51 .hs_recaptcha.hs-recaptcha.field.hs-form-field { display:flex; justify-content:center; } #hs_cos_wrapper_dnd_area-module-51 .hs_submit.hs-submit { text-align:center; } #hs_cos_wrapper_dnd_area-module-51 select { background:url(https://research.isg-one.com/hubfs/botttom_arrow_white.png) 96%/2% no-repeat rgba(51,51,51,0.81) !important; line-height:1 !important; height:auto !important; } </style> <section id="form_parallex_outer" class=""> <div class="headline_content"> <div class="container"> <div id="hs_cos_wrapper_dnd_area-module-51_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="section_headline_text"><h2 style="text-align: center; font-size: 30px;"><span style="font-size: 25px; line-height: 20px; margin-bottom: 2px; font-weight: 900; letter-spacing: 1px;">Ready to engage?</span></h2> <p style="text-align: center;"><span style="font-size: 18px; line-height: 27px; color: #255b8a; font-weight: 100;">We provide insights and guidance across business and technology. We can help your organization; the first step is to reach out to a member of our team and see how we can help.</span></p></div> </div> </div> <div class="form_with_parallax_background"> <div class="container"> <div class="content_area"> <div class="form_outer"> <span id="hs_cos_wrapper_dnd_area-module-51_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_form" style="" data-hs-cos-general-type="widget" data-hs-cos-type="form"><h3 id="hs_cos_wrapper_form_351112164_title" class="hs_cos_wrapper form-title" data-hs-cos-general-type="widget_field" data-hs-cos-type="text"></h3> <div id="hs_form_target_form_351112164"></div> </span> </div> </div> </div> </div> </section></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-55 dnd-section"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-52" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/all.min.css" rel="stylesheet"> <link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css" rel="stylesheet"> <style> @import url('https://fonts.googleapis.com/css2?family=Open+Sans:ital,wght@0,300..800;1,300..800&display=swap'); .isg_footer{ font-family: "Open Sans", sans-serif; color:#fff; background-color:rgba(33, 50, 91, 1.0); padding:64px 0px; } .content.logo img { width: 250px; max-width: 100%; } .isg_footer ul { list-style: none; padding: 0; } .isg_footer a{ color:rgba(255,255,255,.7); } .isg_footer a:hover{ color:rgba(255,255,255,1); } .top_area { display: flex; justify-content: space-between; } .top_area .content.logo { flex: 1 0 400px; } .isg_footer .top_area .content .text-white p { 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