Artificial Intelligence - Ventana Research

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class="minimal-mobile-menu-link"><span>Voice of the Customer</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/digitalbusiness" class="minimal-mobile-menu-link"><span>Digital Business</span></a></span> <ul class="minimal-mobile-menu-submenu level-3"> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitalbusiness/digital-applications" class="minimal-mobile-menu-link"><span>Digital Applications</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitalbusiness/digitalcommunications" class="minimal-mobile-menu-link"><span>Digital Communications</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a 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hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitalbusiness/performancemanagement" class="minimal-mobile-menu-link"><span>Performance Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitalbusiness/sustainabilityandesg" class="minimal-mobile-menu-link"><span>Sustainability & ESG</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitalbusiness/workmanagement" class="minimal-mobile-menu-link"><span>Work Management</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/digitaltechnology" class="minimal-mobile-menu-link"><span>Digital Technology</span></a></span> <ul class="minimal-mobile-menu-submenu 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class="minimal-mobile-menu-link"><span>IT Service Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/digitaltechnology/observability" class="minimal-mobile-menu-link"><span>Observability</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/humancapitalmanagement" class="minimal-mobile-menu-link"><span>Human Capital Management</span></a></span> <ul class="minimal-mobile-menu-submenu level-3"> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/humancapitalmanagement/employeeexperience" class="minimal-mobile-menu-link"><span>Employee Experience</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a 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class="minimal-mobile-menu-link"><span>Digital Experience Platform</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/marketing/digitalmarketing" class="minimal-mobile-menu-link"><span>Digital Marketing</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/marketing/intelligentmarketing" class="minimal-mobile-menu-link"><span>Intelligent Marketing</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/marketing/marketingperformancemanagement" class="minimal-mobile-menu-link"><span>Marketing Performance Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/marketing/productexperiencemanagement" class="minimal-mobile-menu-link"><span>Product Experience Management</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/officeoffinance" class="minimal-mobile-menu-link"><span>Office of Finance</span></a></span> <ul class="minimal-mobile-menu-submenu level-3"> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/businessplanning" class="minimal-mobile-menu-link"><span>Business Planning</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/digitalfinance" class="minimal-mobile-menu-link"><span>Digital Finance</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/erpandcontinuousaccounting" class="minimal-mobile-menu-link"><span>ERP & Continuous Accounting</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/consolidate-and-close-management" class="minimal-mobile-menu-link"><span>Consolidate & Close Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/procure-to-pay" class="minimal-mobile-menu-link"><span>Procure-to-Pay</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeoffinance/order-to-cash" class="minimal-mobile-menu-link"><span>Order-to-Cash</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/officeofrevenue" class="minimal-mobile-menu-link"><span>Office of Revenue</span></a></span> <ul class="minimal-mobile-menu-submenu level-3"> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/digitalcommerce" class="minimal-mobile-menu-link"><span>Digital Commerce</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/partnermanagement" class="minimal-mobile-menu-link"><span>Partner Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/revenuemanagement" class="minimal-mobile-menu-link"><span>Revenue Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/revenueperformancemanagement" class="minimal-mobile-menu-link"><span>Revenue Performance Management</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/salesengagement" class="minimal-mobile-menu-link"><span>Sales Engagement</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/officeofrevenue/subscriptionmanagement" class="minimal-mobile-menu-link"><span>Subscription Management</span></a></span> </li> </ul> </li> <li class="minimal-has-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/operationsandsupplychain" class="minimal-mobile-menu-link"><span>Operations & Supply Chain</span></a></span> <ul class="minimal-mobile-menu-submenu level-3"> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/operationsandsupplychain/continuousplanning" class="minimal-mobile-menu-link"><span>Continuous Planning</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a href="https://www.isg-research.net/focus/operationsandsupplychain/continuousupplychainanderp" class="minimal-mobile-menu-link"><span>Continuous Supply Chain & ERP</span></a></span> </li> <li class="minimal-no-mobile-submenu minimal-mobile-menu-item hs-skip-lang-url-rewrite"> <span><a 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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="#latestnews"> Latest News & Research </a> </li> <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-6 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-7 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"><h2 style="text-align: left;">Our Expertise</h2> <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. <span>ISG Software</span> Research offers research-based guidance on the use of artificial intelligence to improve operational efficiency and effectiveness. Embracing the changes of this dynamic market segment is required to maintain competitiveness and to achieve performance goals throughout the organization. <span>ISG Software</span> Research can help.</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-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_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://www.isg-research.net/hubfs/Website_Files/Icons/Quote.svg" alt="Quote.svg"> <div class="quote-text-alt"><br>Through 2026, half of all AI investments will be based on generative AI rather than predictive AI.</div> </div> <div class="team-member" style="display: inline-block"> <figure> <img src="https://www.isg-research.net/hubfs/Menninger.David%20Pic.Circle.png" alt="David Menninger"> <figcaption> <ul> <li><a target="_blank" href="https://davidmenninger.ventanaresearch.com/"><i class="fa fa-rss fa-2x"></i></a></li> <li><a target="_blank" href="https://twitter.com/dmenningervr"><i class="fa fa-twitter fa-2x"></i></a></li> <li><a target="_blank" href="https://www.linkedin.com/in/davidmenninger/"><i class="fa fa-linkedin fa-2x"></i></a></li> <li><a target="_blank" href="mailto:david.menninger@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;">David Menninger</h4> <p class="medium">Executive Director<br>Technology Research</p> </div> </div> </section> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-9 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-10 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_dnd_area-module-9" 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> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-11 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-12 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-11" 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="latestnews" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-13 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-12" 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-12_" 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 Latest News & Research</strong></h2></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-14 dnd-row"> <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-15 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-14" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rss_listing widget-type-rss_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_dnd_area-module-14_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rss_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rss_listing"> <h3>Press Releases</h3> <div class="hs-rss-module feedreader_box hs-hash-926367956"></div> </span></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-16 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-16" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rss_listing widget-type-rss_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_dnd_area-module-16_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rss_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rss_listing"> <h3>Analyst Perspectives</h3> <div class="hs-rss-module feedreader_box hs-hash-1372042683"></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-17 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-18" 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="primary-research-listing container-fluid p-0"> <h3 style="text-align: left;"> Published Research </h3> <div class="primary-research-listing-item-wrapper"> <div class="primary-research-listing-item"> <a href="https://www.ventanaresearch.com/buyers_guide/artificial_intelligence/2024-buyers-guides-for-ai" target="_blank"> AI Platforms Buyers Guide - Published</a> </div> </div> <div class="primary-research-listing-item-wrapper"> <div class="primary-research-listing-item"> <a href="https://www.ventanaresearch.com/buyers_guide/artificial_intelligence/ai-and-data-platforms" target="_blank"> AI and Data Platforms Buyers Guide - Published</a> </div> </div> </div></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-18 dnd-section dnd_area-row-7-max-width-section-centering dnd_area-row-7-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-19 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-22" 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="focus" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-20 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 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-23_" 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-21 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-22 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-25" 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-25 #focus_area .content_parent { display:grid; grid-template-columns:1fr 1fr 1fr; gap:30px; margin-top:15px; } #hs_cos_wrapper_dnd_area-module-25 #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-25 #focus_area .content_parent .content:hover { background-color:rgba(37,90,137,0.9); } #hs_cos_wrapper_dnd_area-module-25 #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-25 #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-25 #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-25 #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-25 #focus_area .content_parent .content:before { border-bottom-color:#255A89; border-left-color:#255A89; } #hs_cos_wrapper_dnd_area-module-25 #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-25 #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-25 #focus_area .content_parent { grid-template-columns:1fr 1fr; } } @media (max-width:767px) { #hs_cos_wrapper_dnd_area-module-25 #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/artificial-intelligence/computer-vision"> <h4> Computer Vision </h4> </a> </div> <div class="content"> <a href="/focus/artificial-intelligence/deep-learning"> <h4> Deep Learning </h4> </a> </div> <div class="content"> <a href="/focus/artificial-intelligence/generative-ai"> <h4> Generative AI </h4> </a> </div> <div class="content"> <a href="/focus/artificial-intelligence/mlops"> <h4> Machine Learning Operations </h4> </a> </div> <div class="content"> <a href="/focus/artificial-intelligence/model-building-and-llm"> <h4> Model Building & Large Language Models </h4> </a> </div> <div class="content"> <a href="/focus/artificial-intelligence/natural-language-processing"> <h4> Natural Language Processing </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-23 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-24 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-27" 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-25 dnd-section dnd_area-row-9-padding dnd_area-row-9-force-full-width-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-28" 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-28 #portfolio_by_tf form fieldset { display:flex; flex-wrap:wrap; justify-content:center; align-items:center; gap:10px; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf form fieldset:nth-child(2) { display:block; text-align:center; margin:40px 0px; } #hs_cos_wrapper_dnd_area-module-28 i.moreInfo { position:relative; margin-left:5px; color:#fff; } #hs_cos_wrapper_dnd_area-module-28 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_dnd_area-module-28 span.moreInfo a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-28 i.moreInfo:hover span.moreInfo { display:block; } #hs_cos_wrapper_dnd_area-module-28 .portfolio-filters { list-style:none; } #hs_cos_wrapper_dnd_area-module-28 .filter { display:inline-block; padding:15px; text-align:center; text-transform:uppercase; border:0; box-shadow:0 3px 6px rgba(0,0,0,0.1); -webkit-transition:background-color 0.2s,color 0.2s,transform 0.35s; -moz-transition:background-color 0.2s,color 0.2s,transform 0.35s; transition:background-color 0.2s,color 0.2s,transform 0.35s; scroll-behavior:smooth; cursor:pointer; } #hs_cos_wrapper_dnd_area-module-28 .filter:hover { -webkit-transition:background-color 0.2s,color 0.2s,transform 0.35s; -moz-transition:background-color 0.2s,color 0.2s,transform 0.35s; transition:background-color 0.2s,color 0.2s,transform 0.35s; } #hs_cos_wrapper_dnd_area-module-28 .filterBlue { color:rgba(255,255,255,.9); background-color:rgba(20,48,74,1); font-size:14px; font-weight:400; } #hs_cos_wrapper_dnd_area-module-28 .filterBlue:hover { color:rgba(20,48,74,1); background-color:rgba(255,255,255,.9); } #hs_cos_wrapper_dnd_area-module-28 .filterOrange { color:rgba(255,255,255,.9); background-color:rgba(204,97,39,1); } #hs_cos_wrapper_dnd_area-module-28 .filterOrange:hover { color:rgba(19,49,74,1); background-color:rgba(255,255,255,.9); } #hs_cos_wrapper_dnd_area-module-28 .filter.active { cursor:pointer; color:rgba(20,48,74,1); background-color:rgba(255,255,255,.9); -webkit-transition:background-color 0.2s,color 0.2s; -moz-transition:background-color 0.2s,color 0.2s; transition:background-color 0.2s,color 0.2s; } #hs_cos_wrapper_dnd_area-module-28 .filter:focus { outline:0 none; } #hs_cos_wrapper_dnd_area-module-28 .filter a { text-decoration:none; color:inherit; } #hs_cos_wrapper_dnd_area-module-28 #Container .mix { display:none; text-align:center; transition:height 1s ease-in-out; } #hs_cos_wrapper_dnd_area-module-28 #grid .mix { display:none; opacity:0; text-align:center; } #hs_cos_wrapper_dnd_area-module-28 .portfolio-item { position:relative; display:inline-block; opacity:1; text-align:center; height:auto; } #hs_cos_wrapper_dnd_area-module-28 .contentWrapper { position:relative; display:inline-block; opacity:1; text-align:center; max-width:300px; height:auto; background:#FFF; margin-bottom:35px; display:flex; flex-direction:column; gap:20px; margin:0px auto; padding-bottom:25px; } #hs_cos_wrapper_dnd_area-module-28 .portfolio-image { position:relative; overflow:hidden; height:140px; width:100%; } #hs_cos_wrapper_dnd_area-module-28 .contentHeader h6 { padding-top:10px; padding-right:10px; padding-bottom:10px; padding-left:15px; margin-top:0px; margin-bottom:0px; color:#fff; background:#123456; font-size:16px; font-weight:500; text-align:left; } #hs_cos_wrapper_dnd_area-module-28 .contentMiddle { display:flex; height:180px; } #hs_cos_wrapper_dnd_area-module-28 .mid_inner { margin:auto; } #hs_cos_wrapper_dnd_area-module-28 .contentMiddle h4, #hs_cos_wrapper_dnd_area-module-28 .contentMiddle h5 { margin-bottom:0px; text-align:center; text-decoration:none; color:#284A7B; margin-top:10px; font-size:18px; } #hs_cos_wrapper_dnd_area-module-28 .contentMiddle h5 { line-height:1.5; font-weight:500; } #hs_cos_wrapper_dnd_area-module-28 .contentMiddle p { color:#14304a; font-size:16px; padding-left:14px; padding-right:14px; font-weight:100; line-height:1.5; } #hs_cos_wrapper_dnd_area-module-28 .contentButton { height:5%; } #hs_cos_wrapper_dnd_area-module-28 .fancy-btn { display:inline-block; padding:10px 15px; color:#ffffff; background-color:rgba(18,52,86,1.0); font-size:12px; font-weight:700; letter-spacing:1px; text-transform:uppercase; box-shadow:0 3px 6px rgba(0,0,0,0.1); -webkit-transition:background-color 0.2s,color 0.2s; -moz-transition:background-color 0.2s,color 0.2s; transition:background-color 0.2s,color 0.2s; scroll-behavior:smooth; font-weight:100; margin-top:10px; } #hs_cos_wrapper_dnd_area-module-28 .fancy-btn:hover { color:rgba(20,48,74,1); background-color:rgba(255,255,255,.9); -webkit-transition:background-color 0.2s,color 0.2s; -moz-transition:background-color 0.2s,color 0.2s; transition:background-color 0.2s,color 0.2s; } #hs_cos_wrapper_dnd_area-module-28 .portfolio-item.span4 { margin-left:0px !important; } #hs_cos_wrapper_dnd_area-module-28 .portfolio-item.span6 { margin-left:0px !important; } #hs_cos_wrapper_dnd_area-module-28 .mix { display:none; text-align:center; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf { position:relative; z-index:1; padding:60px 0; background-attachment:fixed; background-image:url(https://www.isg-research.net/hubfs/_images/_backgrounds_expertise/2024_VR_AI_Expertise_Image_AdobeStock_637057734_1200px.jpg); background-size:cover; background-position:center center; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf:before { content:''; background:#00000070; width:100%; height:100%; left:0; top:0; position:absolute; z-index:-1; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf .data_parent { display:grid; grid-template-columns:1fr 1fr 1fr; gap:40px; width:100%; max-width:1000px; margin:0px auto; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf .bottom_contents { text-align:center; } #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf .bottom_contents a div { font-weight:100 !important; } @media (max-width:991px) { #hs_cos_wrapper_dnd_area-module-28 #portfolio_by_tf .data_parent { display:grid; grid-template-columns:1fr 1fr; } } @media (max-width:550px) { #hs_cos_wrapper_dnd_area-module-28 #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_dnd_area-module-28_" 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" 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Buyers Guide on Data Observability evaluates Collibra.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/collibra-is-exemplary-in-data-observability-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance data_management " style=" text-align: center;" data-myorder="Boomi Promotes Business-Focused Integration Modernization" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Boomi_Promotes_Business-Focused_Integration_Modernization.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Boomi Promotes Business-Focused Integration Modernization</h5>  <p>Boomi Platform’s suite of services optimizes the development, deployment and management of integrations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/boomi-promotes-business-focused-integration-modernization">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Acceldata is Innovative in Data Observability Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Acceldata_is_Innovative_in_Data_Observability_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Acceldata is Innovative in Data Observability Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on Data Observability evaluates Acceldata.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/acceldata-is-innovative-in-data-observability-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Monte Carlo is Exemplary in Data Observability Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Monte_Carlo_is_Exemplary_in_Data_Observability_Buyers_Guide.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 is Exemplary in Data Observability Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on Data Observability evaluates Monte Carlo.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/monte-carlo-is-exemplary-in-data-observability-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Rivery is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Rivery_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Rivery is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Rivery.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/rivery-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Stonebranch is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Stonebranch_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Stonebranch is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Stonebranch.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/stonebranch-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective operational_data_platforms " style=" text-align: center;" data-myorder="MongoDB Targets Relational and Generative AI Workloads" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MongoDB_Targets_Relational_and_Generative_AI_Workloads.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MongoDB Targets Relational and Generative AI Workloads</h5>  <p>MongoDB provides support for generative AI, compatibility with key relational database features and can facilitate migration from the relational model.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/mongodb-targets-relational-and-generative-ai-workloads">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Prefect is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Prefect_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Prefect is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Prefect.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/prefect-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Infoworks.io is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Infoworks.io_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Infoworks.io is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Infoworks.io.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/infoworks.io-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Y42 is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Y42_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Y42 is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Y42.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/y42-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Hitachi Vantara is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Hitachi_Vantara_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.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 is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Hitachi Vantara.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/hitachi-vantara-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective operational_data_platforms " style=" text-align: center;" data-myorder="The Key Value of Database Simplicity" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/The_Key_Value_of_Database_Simplicity.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Key Value of Database Simplicity</h5>  <p>Key-value stores are quick, flexible and efficient when handling simple queries. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/the-key-value-of-database-simplicity">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Astronomer is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Astronomer_is_Vendor_of_Merit_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Astronomer is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Astronomer.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/astronomer-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Matillion is Vendor of Assurance in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Matillion_is_Vendor_of_Assurance_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Matillion is Vendor of Assurance in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Matillion.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/matillion-is-vendor-of-assurance-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="StreamSets is Vendor of Merit in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_StreamSets_is_Vendor_of_Merit_in_DataOps_Buyers_Guide%20.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>StreamSets is Vendor of Merit in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates StreamSets.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/streamsets-is-vendor-of-merit-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="AWS is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_AWS_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>AWS is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates AWS.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/aws-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint analytic_data_platforms data_operations operational_data_platforms " style=" text-align: center;" data-myorder="Accelerating Insight with Unified Data Platforms" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/VR_2023_Analytic_Data_Platforms_Value_Index_AdobeStock_303116781.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Accelerating Insight with Unified Data Platforms</h5>  <p>The combination of cloud computing and advanced analytics has lowered the cost of storing and processing large volumes of data with a view to identifying new business opportunities and responding to competitive threats.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/data/accelerating_insight_with_unified_data_platforms">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="SAP is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_SAP_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SAP is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates SAP.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/sap-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms streaming_data_events " style=" text-align: center;" data-myorder="Snowflake Expands Data Platform with Container Services" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Snowflake_Expands_Data_Platform_with_Container_Services.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Snowflake Expands Data Platform with Container Services</h5>  <p>Snowflake’s cloud-based analytic platform supports a complex, interconnected ecosystem of data and analytic workloads, applications and cloud services.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/snowflake-expands-data-platform-with-container-services">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="BMC is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_BMC_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>BMC is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates BMC.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/bmc-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Google is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Google_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Google is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Google.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/google-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Databricks is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Databricks_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Databricks is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Databricks.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/databricks-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Alteryx is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Alteryx_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Alteryx is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Alteryx.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/alteryx-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_operations " style=" text-align: center;" data-myorder="Microsoft is Exemplary in DataOps Buyers Guide" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Microsoft_is_Exemplary_in_DataOps_Buyers_Guide.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Microsoft is Exemplary in DataOps Buyers Guide</h5>  <p>Ventana Research’s 2023 Buyers Guide on DataOps evaluates Microsoft.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/microsoft-is-exemplary-in-dataops-buyers-guide">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms operational_data_platforms " style=" text-align: center;" data-myorder="Vector Search and RAG Improve Trust in Generative AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Vector_Search_and_RAG_Improve_Trust_in_Generative_AI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Vector Search and RAG Improve Trust in Generative AI</h5>  <p>Organizations can increase trust of generative AI models using vector search and retrieval-augmented generation to incorporate proprietary data.</p> </div> </div> <div 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vector search.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/singlestore-highlights-multi-format-data-storage-for-vector-search">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective data_management data_operations " style=" text-align: center;" data-myorder="Fivetran Automates Data Movement and Transformation" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Fivetran_Automates_Data_Movement_and_Transformation.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Fivetran Automates Data Movement and Transformation</h5>  <p>Fivetran’s software simplifies and automates data movement and transformation via 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observability software products are complementary and combine to deliver comprehensive data management.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/how-data-observability-and-data-quality-achieve-data-management">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms data_management data_operations streaming_data_events " style=" text-align: center;" data-myorder="CelerData Enables Real-Time 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://www.isg-research.net/hubfs/CelerData_Enables_Real-Time_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>CelerData Enables Real-Time Analytics for the Data Lakehouse</h5>  <p>CelerData offers a flexible data analytics platform that queries operational applications and the data lakehouse in real time.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/celerdata-enables-real-time-analytics-for-the-data-lakehouse">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Yugabyte Facilitates Migration to Distributed SQL Database" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Yugabyte_Facilitates_Migration_to_Distributed_SQL_Database.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Yugabyte Facilitates Migration to Distributed SQL Database</h5>  <p>YugabyteDB Voyager assists in assessing migration readiness, analyzing schema complexity for planning, optimizing and conducting data and database migration.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/yugabyte-facilitates-migration-to-distributed-sql-database">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms data_management data_operations " style=" text-align: center;" data-myorder="SAP Datasphere Simplifies Management and Use of Distributed Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/SAP_Datasphere_Simplifies_Management_and_Use_of_Distributed_Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SAP Datasphere Simplifies Management and Use of Distributed Data</h5>  <p>SAP Datasphere provides data warehousing plus additional capabilities for managing and processing data across a distributed architecture.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/sap-datasphere-simplifies-management-and-use-of-distributed-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance data_management " style=" text-align: center;" data-myorder="Large Language Models and Generative AI: Beware Misplaced Trust" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Large_Language_Models_and_Generative_AI_Beware_Misplaced_Trust.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 and Generative AI: Beware Misplaced Trust</h5>  <p>Content generated by large language models and generative AI can be remarkably coherent, but there is no guarantee that the content is factual or accurate.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/large-language-models-and-generative-ai-beware-misplaced-trust">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective data_management data_operations " style=" text-align: center;" data-myorder="Ascend.io Earns Data 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://www.isg-research.net/hubfs/MP_Ascend.io_Earns_Data_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>Ascend.io Earns Data Digital Innovation Award for 2023</h5>  <p>Ascend.io takes home the 2023 Data Digital Innovation Award for its efficient, single-platform approach to data pipeline monitoring and management.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/ascend.io-earns-data-digital-innovation-award-for-2023">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Delivering Increased Business Value from Observability with Open Standards" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Background%20conceptual%20image%20of%20digital%203d%20icons.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Delivering Increased Business Value from Observability with Open Standards</h5>  <p>Collecting, monitoring and correlating the telemetry data generated by computing infrastructure and applications along with business data is essential to operating as a digitally focused organization.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/data/delivering_increased_business_value_from_observability_with_open_standards">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance data_management data_operations " style=" text-align: center;" data-myorder="Improve Trust in Data with Master Data Management" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Improve_Trust_in_Data_with_Master_Data_Management.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Improve Trust in Data with Master Data Management</h5>  <p>Applying artificial intelligence and machine learning to master data management software helps make data more accessible, usable and trusted.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/improve-trust-in-data-with-master-data-management">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms operational_data_platforms " style=" text-align: center;" data-myorder="Snowflake Expands Beyond Analytics 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://www.isg-research.net/hubfs/Snowflake_Expands_Beyond_Analytics_in_the_Cloud.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Snowflake Expands Beyond Analytics in the Cloud</h5>  <p>Snowflake’s Data Cloud will soon provide access to data across workloads in the cloud or on premises to support an increasing range of use cases.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/snowflake-expands-beyond-analytics-in-the-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms operational_data_platforms " style=" text-align: center;" data-myorder="MongoDB’s Atlas Delivers Data-Driven Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MongoDBs_Atlas_Delivers_Data-Driven_Applications.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MongoDB’s Atlas Delivers Data-Driven Applications</h5>  <p>MongoDB’s Atlas combines a flexible document database with broad development and integration functionality to support the use of intelligent applications. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/mongodbs-atlas-delivers-data-driven-applications">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective data_management " style=" text-align: center;" data-myorder="Tame Telemetry Data with Mezmo Observability Pipeline" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Tame_Telemetry_Data_with_Mezmo_Observability_Pipeline.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Tame Telemetry Data with Mezmo Observability Pipeline</h5>  <p>Gain greater business insight from (business and) telemetry data using Mezmo’s Telemetry Pipeline to automatically centralize, unify and transform data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/tame-telemetry-data-with-mezmo-observability-pipeline">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective streaming_data_events " style=" text-align: center;" data-myorder="Seek Solace for Event-Driven Architectures and Applications" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Seek_Solace_for_Event-Driven_Architectures_and_Applications.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Seek Solace for Event-Driven Architectures and Applications</h5>  <p>Organizations looking to invest in, and benefit from, event-driven architecture should consider Solace’s comprehensive event-streaming, management platform.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/seek-solace-for-event-driven-architectures-and-applications">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective data_management " style=" text-align: center;" data-myorder="Reltio Simplifies Connecting Data with Master Data Management" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Reltio_Simplifies_Connecting_Data_with_Master_Data_Management.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Reltio Simplifies Connecting Data with Master Data Management</h5>  <p>Reltio offers MDM products designed to help customers improve trust in data by unifying and cleansing complex data from multiple sources in real time.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/reltio-simplifies-connecting-data-with-master-data-management">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="DataOps: Understanding the Definition and Differentiation" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/DataOps_Understanding_the_Definition_and_Differentiation.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataOps: Understanding the Definition and Differentiation</h5>  <p>Defining DataOps: what it is, what it isn’t, and how this approach ensures the quality, flexibility and reliability of data engineering processes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/dataops-understanding-the-definition-and-differentiation">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Alation’s Data Governance Accelerates Data Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Alations_Data_Governance_Accelerates_Data_Intelligence.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Alation’s Data Governance Accelerates Data Intelligence</h5>  <p>Alation’s data catalog uses automation and machine learning to support data governance, paving the way for self-service analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/alations-data-governance-accelerates-data-intelligence">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms streaming_data_events " style=" text-align: center;" data-myorder="Streaming Databases Enable Continuous Analysis and Data Persistence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Streaming_Databases_Enable_Continuous_Analysis_and_Data_Persistence.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Streaming Databases Enable Continuous Analysis and Data Persistence</h5>  <p>Streaming databases help organizations gain a big-picture view of both historical and real-time data to advance data-driven decision-making.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/streaming-databases-enable-continuous-analysis-and-data-persistence">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance data_management " style=" text-align: center;" data-myorder="AWS Enables Data Democratization with Amazon DataZone" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AWS_Enables_Data_Democratization_with_Amazon_DataZone.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>AWS Enables Data Democratization with Amazon DataZone</h5>  <p>Amazon DataZone enables business teams to create data products, facilitates self-service data discovery and accelerates data democratization initiatives.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/aws-enables-data-democratization-with-amazon-datazone">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Empowering Data & AI Practitioners with Modern Data Integration" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_540219105.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Empowering Data & AI Practitioners with Modern Data Integration</h5>  <p>In today’s competitive business environment, organizations must effectively harness and maximize the power of data to be successful.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/analytics_and_data/empowering_data_ai_practitioners_with_modern_data_integration">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective analytic_data_platforms operational_data_platforms " style=" text-align: center;" data-myorder="Cockroach Labs Promotes Developer Efficiency for Distributed Databases" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Cockroach_Labs_Promotes_Developer_Efficiency_for_Distributed_Databases.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cockroach Labs Promotes Developer Efficiency for Distributed Databases</h5>  <p>CockroachDB increases compatibility with existing database tools and skills to enable developers to work efficiently with distributed data processing.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/cockroach-labs-promotes-developer-efficiency-for-distributed-databases">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Exasol Accelerates Analytics With an In-Memory Database" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Exasol_Accelerates_Analytics_With_an_In-Memory_Database.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Exasol Accelerates Analytics With an In-Memory Database</h5>  <p>Exasol offers an in-memory database to accelerate analytics on an existing data warehouse, or to unify data from multiple analytic data platforms.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/exasol-accelerates-analytics-with-an-in-memory-database">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Explore Graph Databases for Better Relationships" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Explore_Graph_Databases_for_Better_Relationships.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Explore Graph Databases for Better Relationships</h5>  <p>Adoption of graph databases may get a boost from increased standardization, as well as user interfaces targeted at developers and data scientists.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/explore-graph-databases-for-better-relationships">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance data_management data_operations " style=" text-align: center;" data-myorder="Redis Is Vendor of Assurance in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Redis_Is_Vendor_of_Assurance_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Redis Is Vendor of Assurance in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Redis.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/redis-is-vendor-of-assurance-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance data_management data_operations " style=" text-align: center;" data-myorder="DataStax Is Vendor of Merit in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_DataStax_Is_Vendor_of_Merit_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataStax Is Vendor of Merit in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates DataStax.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/datastax-is-vendor-of-merit-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance data_operations " style=" text-align: center;" data-myorder="Neo4j Is a Vendor of Merit in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Neo4j_Is_a_Vendor_of_Merit_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Neo4j Is a Vendor of Merit in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Neo4j.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/neo4j-is-a-vendor-of-merit-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance data_operations " style=" text-align: center;" data-myorder="Cockroach Labs Is a Vendor of Merit in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Cockroach_Labs_Is_a_Vendor_of_Merit_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cockroach Labs Is a Vendor of Merit in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Cockroach Labs.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/cockroach-labs-is-a-vendor-of-merit-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance data_operations " style=" text-align: center;" data-myorder="Snowflake Is a Vendor of Merit in Analytic Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Snowflake_Is_a_Vendor_of_Merit_in_Analytic_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Snowflake Is a Vendor of Merit in Analytic Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Snowflake.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/snowflake-is-a-vendor-of-merit-in-analytic-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective analytic_data_platforms DataGovernance " style=" text-align: center;" data-myorder="EDB Is a Vendor of Merit in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_EDB_Is_a_Vendor_of_Merit_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>EDB Is a Vendor of Merit in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates EDB.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/edb-is-a-vendor-of-merit-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance data_management " style=" text-align: center;" data-myorder="Promethium Provides Data Fabric and Self-Service for Speed to Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Promethium_Provides_Data_Fabric_and_Self-Service_for_Speed_to_Insights.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Promethium Provides Data Fabric and Self-Service for Speed to Insights</h5>  <p>Promethium provides data fabric and self-service augmented analytics to accelerate time to insight from disparate and distributed data sources.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/promethium-provides-data-fabric-and-self-service-for-speed-to-insights">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective analytic_data_platforms DataGovernance " style=" text-align: center;" data-myorder="PingCAP Is a Vendor of Merit in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_PingCAP_Is_a_Vendor_of_Merit_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>PingCAP Is a Vendor of Merit in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates PingCAP.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/pingcap-is-a-vendor-of-merit-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="SingleStore Is a Vendor of Merit in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_SingleStore_Is_a_Vendor_of_Merit_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SingleStore Is a Vendor of Merit in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates SingleStore.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/singlestore-is-a-vendor-of-merit-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Databricks Is a Vendor of Assurance and a Leader in Analytic Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Databricks_Is_a_Vendor_of_Assurance_and_a_Leader_in_Analytic_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Databricks Is a Vendor of Assurance and a Leader in Analytic Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Databricks.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/databricks-is-a-vendor-of-assurance-and-a-leader-in-analytic-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Soda Provides Collaborative Approach to Data Observability" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Soda_Provides_Collaborative_Approach_to_Data_Observability.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Soda Provides Collaborative Approach to Data Observability</h5>  <p>Soda’s data observability software helps data teams and data consumers work collaboratively, building trust in data to boost value, improve decision-making.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/soda-provides-collaborative-approach-to-data-observability">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="MariaDB Is a Vendor of Merit and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_MariaDB_Is_a_Vendor_of_Merit_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MariaDB Is a Vendor of Merit and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates MariaDB.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/mariadb-is-a-vendor-of-merit-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Cloudera Is a Vendor of Merit in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Cloudera_Is_a_Vendor_of_Merit_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cloudera Is a Vendor of Merit in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Cloudera.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/cloudera-is-a-vendor-of-merit-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Data-Intensive Applications Need Real-Time Analytic Processing" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Data-Intensive_Applications_Need_Real-Time_Analytic_Processing-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data-Intensive Applications Need Real-Time Analytic Processing</h5>  <p>The growing use of data-intensive operational applications reinforces the need for organizations to adopt real-time analytic processing.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/data-intensive-applications-need-real-time-analytic-processing">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="MongoDB Is Exemplary in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_MongoDB_Is_Exemplary_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MongoDB Is Exemplary in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates MongoDB.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/mongodb-is-exemplary-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Real-Time Intelligent Applications: The Art of the Possible" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_562065743.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Real-Time Intelligent Applications: The Art of the Possible</h5>  <p>Data is a fundamental enabler of new business processes and applications, allowing organizations to deliver contextually relevant recommendations, predictions and forecasting to customers and workers, increasing efficiency and improving customer serv</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/data/real_time_intelligent_applications_the_art_of_the_possible">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Getting the Most Value from Telemetry Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Getting_the_Most_Value_from_Telemetry_Data_eBook.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Getting the Most Value from Telemetry Data</h5>  <p>Monitoring telemetry data and computing infrastructure through observability platforms is challenging but key to detecting issues and acting quickly to remedy failures and performance problems.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/data/ebook/getting_the_most_value_from_telemetry_data">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Micro Focus Is Innovative and a Leader in Analytic Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Micro_Focus_Is_Innovative_and_a_Leader_in_Analytic_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Micro Focus Is Innovative and a Leader in Analytic Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Micro Focus.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/micro-focus-is-innovative-and-a-leader-in-analytic-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Google Is a Vendor of Assurance and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Google_Is_a_Vendor_of_Assurance_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; 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 Assurance and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Google.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/google-is-a-vendor-of-assurance-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Tamr Directs Data Integrity" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Tamr_Directs_Data_Integrity.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Tamr Directs Data Integrity</h5>  <p>Tamr’s master data management software uses AI/ML to overcome the challenges of maintaining data quality amid the growing volume and variety of data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/tamr-directs-data-integrity">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Couchbase Is Innovative in Operational Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Couchbase_Is_Innovative_in_Operational_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Couchbase Is Innovative in Operational Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Couchbase.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/couchbase-is-innovative-in-operational-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Amazon Web Services Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Amazon_Web_Services_Is_Exemplary_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Amazon Web Services Is Exemplary and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Amazon Web Services.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/amazon-web-services-is-exemplary-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="SAP Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_SAP_Is_Exemplary_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SAP Is Exemplary and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates SAP.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/sap-is-exemplary-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Actian Is Innovative and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Actian_Is_Innovative_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Actian Is Innovative and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Actian.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/actian-is-innovative-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Teradata Is Innovative and a Leader in Analytic Data Platforms Value Index" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Teradata_Is_Innovative_and_a_Leader_in_Analytic_Data_Platforms_Value_Index.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Teradata Is Innovative and a Leader in Analytic Data Platforms Value Index</h5>  <p>Ventana Research’s 2023 Value Index on analytic data platforms evaluates Teradata.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/teradata-is-innovative-and-a-leader-in-analytic-data-platforms-value-index">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective operational_data_platforms " style=" text-align: center;" data-myorder="Microsoft Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Microsoft_Is_Exemplary_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Microsoft Is Exemplary and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on data platforms evaluates Microsoft.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/microsoft-is-exemplary-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="SnapLogic Promotes Intelligent Automation for All" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/SnapLogic%20Promotes%20Intelligent%20Automation%20for%20All.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SnapLogic Promotes Intelligent Automation for All</h5>  <p>SnapLogic’s Intelligent Integration Platform simplifies and accelerates data integration to make data conveniently available to decision-makers.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/snaplogic-promotes-intelligent-automation-for-all">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="InterSystems Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_InterSystems_Is_Exemplary_and_a_Leader_in_Data_Platforms_Value_Indexes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>InterSystems Is Exemplary and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on data platforms evaluates InterSystems.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/intersystems-is-exemplary-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Oracle Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Oracle_Is_Exemplary_and_a_Leader_in_Data_Platforms_Value_Indexes-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Oracle Is Exemplary and a Leader in Data Platforms Value Indexes</h5>  <p>Ventana Research’s 2023 Value Index on data platforms 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vendors’ offerings meet buyers’ requirements. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/analytic-data-platforms-ranked-and-rated-for-2023">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="IBM Is Exemplary and a Leader in Data Platforms Value Indexes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/IBM%20Is%20Exemplary%20and%20a%20Leader%20in%20Data%20Platforms%20Value%20Indexes.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 a Leader in Data Platforms Value Indexes</h5>  <p>IBM leads the field in Ventana Research’s 2023 Value Indexes on data platforms, receiving high marks across analytic, operational and overall evaluations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/ibm-is-exemplary-and-a-leader-in-data-platforms-value-indexes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The 2023 Analytic Data Platforms Value Index: 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://www.isg-research.net/hubfs/The%202023%20Analytic%20Data%20Platforms%20Value%20Index%20Market%20Observations.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 Analytic Data Platforms Value Index: Market Observations</h5>  <p>Analyst Matt Aslett shares observations on the evolution of the analytic data platforms market and the implications for analytics applications. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-2023-analytic-data-platforms-value-index-market-observations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Operational Data Platforms: Which Software Best Meets Your Needs?" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Operational%20Data%20Platforms%20Which%20Software%20Best%20Meets%20Your%20Needs.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Operational Data Platforms: Which Software Best Meets Your Needs?</h5>  <p>The 2023 Operational Data Platforms Value Index uses a structured methodology to assess how well vendors’ offerings meet buyers’ requirements.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/operational-data-platforms-which-software-best-meets-your-needs">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="2023 Market Agenda for Data: Accelerating Data Agility" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/2023%20Market%20Agenda%20for%20Data%20Accelerating%20Data%20Agility.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" 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url(https://www.isg-research.net/hubfs/The%20Vendor%20Assessment%20Guide%20for%20Data%20Platforms%20Ranked%20and%20Rated.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Vendor Assessment Guide for Data Platforms: Ranked and Rated</h5>  <p>The 2023 Data Platforms Value Index uses a structured methodology to assess how well vendors’ offerings meet buyers’ requirements. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-vendor-assessment-guide-for-data-platforms-ranked-and-rated">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Acceldata Enables Data Observability" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Acceldata%20Enables%20Data%20Observability.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Acceldata Enables Data Observability</h5>  <p>Acceldata monitors and manages the reliability of data pipelines and data infrastructure by addressing data infrastructure scaling and performance issues.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/acceldata-enables-data-observability">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="2023 Data Platforms Value Index: Market Observations and Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: 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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://www.isg-research.net/hubfs/VR_2023_Analytic_Data_Platforms_Value_Index_AdobeStock_303116781.png) 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>This Value Index report evaluates the following vendors which offer products that are considered analytic data platforms as we define it: Actian, Amazon Web Services, Cloudera, Databricks, EDB, Google, IBM, MariaDB, Micro Focus, Microsoft, Oracle, SA</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/value_index/analytics_and_data/analytic_data_platforms">View</a></div> </div> </div> <div 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Siewert of Tableau about data fabrics, data catalogues, and effective governance for data and analytic</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/podcast/data/explore_data_fabrics_with_ventana_research_and_tableau">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Unlocking the Value of Telemetry Data with Observability Pipelines" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/An%20illustration%20of%20virtual%20data.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 Value of Telemetry Data with Observability Pipelines</h5>  <p>By monitoring and analyzing telemetry data in the form of logs, traces and metrics, organizations can detect issues and act faster to remedy failures and performance problems.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/data/unlocking_the_value_of_telemetry_data_with_observability_pipelines">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Teradata Goes Cloud Native with VantageCloud Lake" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Teradata_Goes_Cloud_Native_with_VantageCloud_Lake.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Teradata Goes Cloud Native with VantageCloud Lake</h5>  <p>Teradata VantageCloud Lake is an important offering that provides a cloud-native architecture, enabling elastic scalability and support for object storage.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/teradata-goes-cloud-native-with-vantagecloud-lake">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Stibo Systems is a Master of Governing Data for the Enterprise" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Stibo%20Systems%20is%20a%20Master_of_Governing_Data_for_the_Enterprise.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 is a Master of Governing Data for the Enterprise</h5>  <p>Stibo Systems’ Product Master Data Management application enables consistent product data, improving supply chain visibility for informed decision-making.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/stibo-systems-is-a-master-of-governing-data-for-the-enterprise">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="The Arguments For, and Against, In-Database Machine Learning" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_The_Arguments_For_and_Against_In_Database_Machine_%20Learning.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Arguments For, and Against, In-Database Machine Learning</h5>  <p>Organizations must choose wisely when deciding between in-database analytics or a standalone analytics platform to gain most value, benefit from their data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-arguments-for-and-against-in-database-machine-learning">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Databricks Lakehouse Platform Maximizes Analytical Value" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Databricks_Lakehouse_Platform_Maximizes_Analytical_Value.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Databricks Lakehouse Platform Maximizes Analytical Value</h5>  <p>Databricks has developed its data lakehouse platform to maximize analytical outcomes from combined data lake and data warehouse functionality.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/databricks-lakehouse-platform-maximizes-analytical-value">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="IBM’s Cloud Pak for Data Builds a Foundation for Data Fabric" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_IBM%E2%80%99s_Cloud_Pak_for_Data_Builds_a_Foundation_for_Data_Fabric.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>IBM’s Cloud Pak for Data Builds a Foundation for Data Fabric</h5>  <p>IBM’s Cloud Pak for Data helps organizations employ a data fabric approach, improving data integration and use of AI and machine learning.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/ibms-cloud-pak-for-data-builds-a-foundation-for-data-fabric">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Actian Manages Avalanches of Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Actian_Manages_Avalanches_of_Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Actian Manages Avalanches of Data</h5>  <p>Actian’s Avalanche data platform eliminates data silos, blind spots with a single environment for data integration, management, processing and analytics.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/actian-manages-avalanches-of-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Orchestrating Data Pipelines Facilitates Data-Driven Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Orchestrating_Data_Pipelines_Facilitates_Data-Driven_Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Orchestrating Data Pipelines Facilitates Data-Driven Analytics</h5>  <p>If you’re looking to create a more agile, comprehensive DataOps process, consider data orchestration to meet the needs of modern analytics environments.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/orchestrating-data-pipelines-facilitates-data-driven-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Cloudera Embraces SaaS with Data Lakehouse Launch" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Cloudera_Embraces_SaaS_with_Data_Lakehouse_Launch.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cloudera Embraces SaaS with Data Lakehouse Launch</h5>  <p>Cloudera brings the benefits of large-scale data processing and analytics to its easy-to-use, self-service data platform via a single SaaS offering.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/cloudera-embraces-saas-with-data-lakehouse-launch">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Ocient Delivers Ad Hoc Analytics on Hyperscale Workloads" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Ocient_Delivers_Ad_Hoc_Analytics_on_Hyperscale_Workloads.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Ocient Delivers Ad Hoc Analytics on Hyperscale Workloads</h5>  <p>For organizations with large datasets, Ocient’s analytic platform enables complex analytics while offering a high-touch approach to customer engagement.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/ocient-delivers-ad-hoc-analytics-on-hyperscale-workloads">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective DataGovernance " style=" text-align: center;" data-myorder="The Value of Using a Semantic Layer for AI and BI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_67163557.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Value of Using a Semantic Layer for AI and BI</h5>  <p>A semantic layer fills a void left in many analytic architectures. It is a centralized place to define business logic, ensure reporting is consistent, accelerate insights and make data more consumable.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/data/the_value_of_using_a_semantic_layer_for_ai_and_bi">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective " style=" text-align: center;" data-myorder="Using External Data to Enhance Market Segmentation" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_173481717.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Using External Data to Enhance Market Segmentation</h5>  <p>Customer segmentation helps improve the efficiency and effectiveness of the marketing spend, enabling sales to focus on the right leads and companies to improve their margins by targeting high-value opportunities.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/data/using_external_data_to_enhance_market_segmentation">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Aerospike Has a Data Platform for Real-Time 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://www.isg-research.net/hubfs/AP_MA_Aerospike_Has_a_Data_Platform_for_Real-Time_Intelligent_Applications.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Aerospike Has a Data Platform for Real-Time Intelligent Applications</h5>  <p>Aerospike’s Real-time Data Platform supports intelligent operational applications with high-performance real-time read-write capabilities.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/aerospike-has-a-data-platform-for-real-time-intelligent-applications">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Astronomer’s Cloud-Based Data Orchestration Brings Efficiency" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Astronomers_Cloud_Based_Data_Orchestration_Brings_Efficiency.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Astronomer’s Cloud-Based Data Orchestration Brings Efficiency</h5>  <p>Safeguarding the health of data pipelines is fundamental to ensuring data is integrated and processed in the sequence required to generate business intelligence. The significance of these data pipelines to delivering data-driven business strategies h</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/astronomers-cloud-based-data-orchestration-brings-efficiency">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Debunking the Myths of Data and Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/business%20documents%20on%20office%20table%20with%20smart%20phone%20and%20digital%20tablet%20and%20stylus%20and%20two%20colleagues%20discussing%20data%20in%20the%20background.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Debunking the Myths of Data and Analytics</h5>  <p>Business analytics doesn’t have to be a mystery, yet there are many myths that persist about how to become a data-driven organization. In the age of disruption, organizations need to have access to all of their data, and they must be able to apply a </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/data/debunking_the_myths_of_data_and_analytics">View</a></div> </div> </div> <div class="portfolio-item mix eBook DataGovernance " 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://www.isg-research.net/hubfs/Screen%20Shot%202022-09-27%20at%204.10.40%20PM.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>Information Requirements Across the Organization</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 DataGovernance " style=" text-align: center;" data-myorder="Enhancing Data Catalog with AI" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Enhancing%20Data%20Catalog%20with%20AI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Enhancing Data Catalog with AI</h5>  <p>Organizations are collecting data from multiple data sources and a variety of systems to enrich their analytics and business intelligence (BI). But collecting data is only half of the equation.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/enhancing-data-catalog-with-ai">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="The Data Catalog is Indispensable for Good 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://www.isg-research.net/hubfs/AP_MA_The%20Data%20Catalog%20is%20Indispensable%20for%20Good%20Data%20Governance.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Data Catalog is Indispensable for Good Data Governance</h5>  <p>Metadata-based data management functionality has had a role to play within products for data governance and business intelligence for much longer than that, of course, but the emergence of the data catalog as a product category provided a platform fo</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-data-catalog-is-indispensable-for-good-data-governance">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective DataGovernance " style=" text-align: center;" data-myorder="MDM is Better with Intelligent Data Quality" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_448715589.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MDM is Better with Intelligent Data Quality</h5>  <p>Accurate data is critical for efficient business processes and operations, and to inform decision-making, but there are significant challenges to protecting data and ensuring its accuracy.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/data/mdm_is_better_with_intelligent_data_quality">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Confluent Addresses Data Governance for Data in Motion" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Confluent_Addresses_Data_Governance_for_Data_in_Motion.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Confluent Addresses Data Governance for Data in Motion</h5>  <p>I recently wrote about the need for organizations to take a holistic approach to the management and governance of data in motion alongside data at rest. As adoption of streaming data and event processing increases, it is no longer sufficient for stre</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/confluent-addresses-data-governance-for-data-in-motion">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Rockset Offers Cloud-Based 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://www.isg-research.net/hubfs/AP_MA_Rockset%20Offers%20Cloud-Based%20Real-Time%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Rockset Offers Cloud-Based Real-Time Analytics</h5>  <p>I have written recently about increased demand for data-intensive applications infused with the results of analytic processes, such as personalization and artificial intelligence (AI)-driven recommendations. Almost one-quarter of respondents (22%) to</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/rockset-offers-cloud-based-real-time-analytics">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " style=" text-align: center;" data-myorder="Top Five AI Considerations for Chief Data and Analytics Executives" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_427300729.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Top Five AI Considerations for Chief Data and Analytics Executives</h5>  <p>Data is an extremely valuable asset for every organization, but it is meaningless until it is used to make actionable decisions. Given the volume of data generated and collected today, using artificial intelligence with machine learning (AI/ML) is th</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/data/top_five_ai_considerations_for_chief_data_and_analytics_executives">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Data Lakes are Evolving and Delivering on Expectations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Data%20Lakes%20are%20Evolving%20and%20Delivering%20on%20Expectations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Lakes are Evolving and Delivering on Expectations</h5>  <p>Data lakes began to emerge 10 years ago in response to the desire for analytic data platforms that could economically store and process large volumes of raw data. These platforms access data from multiple operational applications in a variety of form</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/data-lakes-are-evolving-and-delivering-on-expectations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Streaming Data Success Relies on Managing Data in Motion and At Rest" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Streaming%20Data%20Success%20Relies%20on%20Managing%20Data%20in%20Motion%20and%20At%20Rest.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Streaming Data Success Relies on Managing Data in Motion and At Rest</h5>  <p>I recently noted that as demand for real-time interactive applications becomes more pervasive, the use of streaming data is becoming more mainstream. Streaming data and event processing has been part of the data landscape for many decades, but for mu</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/streaming-data-success-relies-on-managing-data-in-motion-and-at-rest">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://www.isg-research.net/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="/viewpoint/big_data/give_business_analysts_better_choices_for_bi_on_data_lakes">View</a></div> </div> </div> <div class="portfolio-item mix Webinar " 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://www.isg-research.net/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 DataGovernance " style=" text-align: center;" data-myorder="Data in Motion" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/data%20platforms.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data in Motion</h5>  <p>The availability of real-time data is changing the way we live and the types of systems we build. Organizations need more immediacy in their operations.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ventanacast/data_in_motion">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://www.isg-research.net/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 DataGovernance " style=" text-align: center;" data-myorder="DATA GOVERNANCE Doesn’t Have to Be Hard" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Infographic</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Webinars/Back_to_Business_Technology_Sessions/The_Business_of_Work_and_Resource_Management/AdobeStock_119817308-med.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DATA GOVERNANCE Doesn’t Have to Be Hard</h5>  <p>For years data governance has been challenging for organizations. There have been too many different data-related technologies to manage and too many manual processes involved. As a result, data governance policies were restrictive and interfered wit</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/infographic/data/data_governance_doesnt_have_to_be_hard">View</a></div> </div> </div> <div class="portfolio-item mix Videocast " style=" text-align: center;" data-myorder="Key Requirements for Today’s Modern Data Warehous" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Videocast</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Asset%20Featured%20Images/Research%20Perspectives/Fulfilling_Promise_of_Data_Lakes_Cover_Image.jpg) 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 Today’s Modern Data Warehous</h5>  <p>Operating without data is like driving blindfolded. Organizations today need to rely on data more than at any point in the past. This is because understanding the details of your business operations can mean the difference between success and failure</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/videocast/key_requirements_for_todays_modern_data_warehouse?hs_preview=MGlYYUNa-35527371864">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Ascend.io Automates Data Engineering" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Ascend.io%20Automates%20Data%20Engineering.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Ascend.io Automates Data Engineering</h5>  <p>Data engineers, who are responsible for monitoring, managing and maintaining data pipelines, are under increasing pressure to deliver high-performance and flexible data integration and processing pipelines that are capable of handling the rising volu</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/ascendio-automates-data-engineering">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://www.isg-research.net/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>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 White Paper DataGovernance " 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://www.isg-research.net/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 DataGovernance " 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://www.isg-research.net/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 " 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://www.isg-research.net/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://www.isg-research.net/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="Unlocking the Business Value of the Data Lake" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_360985010.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 Business Value of the Data Lake</h5>  <p>Data lakes have enormous potential as a source of business intelligence when included as part of an advanced open data architecture. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/big_data/unlocking_the_business_value_of_the_data_lake">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " style=" text-align: center;" data-myorder="Data and AI Governance for Trusted Insights" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/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>Data and AI Governance for Trusted Insights</h5>  <p>Analytics are critical to the efficient and effective operation of most modern organizations; to that end, trusted analytics require trusted data. Inaccurate and untrustworthy data means organizations cannot rely on the analyses produced using that d</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/big_data/data_and_ai_governance_for_trusted_insights">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " style=" text-align: center;" data-myorder="Data Warehouses Meet Data Lakes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/2022_Dynamic_Insights/AdobeStock_96594938-med.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Warehouses Meet Data Lakes</h5>  <p>For decades, organizations have recognized the need to perform analyses that draw upon information from various parts of an organization.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/big_data/data_warehouses_meet_data_lakes">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " style=" text-align: center;" data-myorder="New Approaches to Master Data Management" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AdobeStock_235415086_learn.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>New Approaches to Master Data Management</h5>  <p>Accurate data is critical for business processes and operations. 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 " style=" text-align: center;" data-myorder="Making Big Data Valuable" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/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>Making Big Data Valuable</h5>  <p>Big data, the massive amounts of data that today’s organizations collect, store and analyze, can be valuable in many places and many ways.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/white_paper/data/making_big_data_valuable">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://www.isg-research.net/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/data/data_drives_business">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://www.isg-research.net/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://www.isg-research.net/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="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://www.isg-research.net/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 DataGovernance " 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://www.isg-research.net/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 Viewpoint " style=" text-align: center;" data-myorder="The Distributed Cloud Requires a Distributed Data Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/March17_DataLakesWebinar_AdobeStock_361357308%20%281%29%20copy.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Distributed Cloud Requires a Distributed Data Platform</h5>  <p>Adoption of cloud and edge computing infrastructure has brought many benefits to organizations of all sizes. It has improved business agility by reducing the need for upfront purchasing, configuration and deployment of infrastructure, and reduced the</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/big_data/the_distributed_cloud_requires_a_distributed_data_platform">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint DataGovernance " style=" text-align: center;" data-myorder="Five Factors Driving Data-Intensive Information Architectures" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Incorta_DataPipelines_AdobeStock_45080340.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Five Factors Driving Data-Intensive Information Architectures</h5>  <p>Digital transformation is driving organizations to become much more data intensive. Organizations now process information from an increasing number of internal and external sources. There are many more devices generating information, including IoT se</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/viewpoint/big_data/five_factors_driving_data_intensive_information_architectures">View</a></div> </div> </div> <div class="portfolio-item mix Research Perspective DataGovernance " style=" text-align: center;" data-myorder="External Data Is Valuable. Now What?" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Research Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/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>External Data Is Valuable. Now What?</h5>  <p>As organizations become more sophisticated in the use of data, the integration of external data grows in importance and frequency. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/research_perspective/data/external_data_is_valuable_now_what">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://www.isg-research.net/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="Future-Proof Your Data Lake Environment" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/March17_DataLakesWebinar_AdobeStock_361357308.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Future-Proof Your Data Lake Environment</h5>  <p>Data lakes can provide organizations significant value and help them improve their business processes. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/data/future_proof_your_data_lake_environment">View</a></div> </div> </div> <div class="portfolio-item mix eBook " 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://www.isg-research.net/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 " style=" text-align: center;" data-myorder="Neo4j Expands Data Science Focus with New Managed Service" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Neo4j%20Expands%20Data%20Science%20Focus%20with%20New%20Managed%20Service.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Neo4j Expands Data Science Focus with New Managed Service</h5>  <p>I recently explained how emerging application requirements were expanding the range of use cases for NoSQL databases, increasing adoption based on the availability of enhanced functionality. These intelligent applications require a close relationship</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/neo4j-expands-data-science-focus-with-new-managed-serviceneo4j-expands-data-science-focus-with-new-managed-service">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="MongoDB Earns Data 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://www.isg-research.net/hubfs/MP_MongoDB%20Earns%20Data%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>MongoDB Earns Data 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/mongodb-earns-data-digital-innovation-award-for-2022">View</a></div> </div> </div> <div class="portfolio-item mix " style=" text-align: center;" data-myorder="" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;"></h6> <div class="portfolio-image" style="background: url() top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5></h5>  <p></p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/">View</a></div> </div> </div> <div class="portfolio-item mix eBook " style=" text-align: center;" data-myorder="Modern MDM Requirements" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Incorta_DataPipelines_AdobeStock_45080340.webp) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Modern MDM Requirements</h5>  <p>Master data management (MDM) is critical to ensuring that your organization has the clean, consistent data needed to operate efficiently and effectively.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/ebook/data/modern_mdm_requirements">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="DataStax Provides a Platform for Data in Motion and at Rest" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_DataStax%20Provides%20a%20Platform%20for%20Data%20in%20Motion%20and%20at%20Rest.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataStax Provides a Platform for Data in Motion and at Rest</h5>  <p>Streaming data has been part of the industry landscape for decades but has largely been focused on niche applications in segments with the highest real-time data processing and analytics performance requirements, such as financial services and teleco</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://blog.ventanaresearch.com/datastax-provides-a-platform-for-data-in-motion-and-at-rest">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Data-Driven Agenda for Organizations" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Data-Driven%20Agenda%20for%20Organizations.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data-Driven Agenda for Organizations</h5>  <p>In this Analyst Perspective, I will outline the four key traits that I believe are required for a company to be considered data-driven.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/data-driven-agenda-for-organizations">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Data Governance, Then and Now" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Data%20Governance%2c%20Then%20and%20Now.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Governance, Then and Now</h5>  <p>We’ve recently published our latest Benchmark Research on Data Governance and it’s fair to say, “you’ve come a long way, baby.” Many of you reading this weren’t around when that phrase was introduced in 1968 to promote Virginia Slims cigarettes, but </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-governance-then-and-now">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="TigerGraph Promotes Graph Database for Data Science with ML Workbench" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_TigerGraph%20Promotes%20Graph%20Database%20for%20Data%20Science%20with%20ML%20Workbench.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>TigerGraph Promotes Graph Database for Data Science with ML Workbench</h5>  <p>I recently wrote about the growing range of use cases for which NoSQL databases can be considered, given increased breadth and depth of functionality available from providers of the various non-relational data platforms. As I noted, one category of N</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/tigergraph-promotes-graph-database-for-data-science-with-ml-workbench">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Ahana Offers Managed-Services Approach to Simplify Presto Adoption" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Ahana%20Offers%20Managed-Services%20Approach%20to%20Simplify%20Presto%20Adoption.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Ahana Offers Managed-Services Approach to Simplify Presto Adoption</h5>  <p>I previously described the concept of hydroanalytic data platforms, which combine the structured data processing and analytics acceleration capabilities associated with data warehousing with the low-cost and multi-structured data storage advantages o</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/ahana-offers-managed-services-approach-to-simplify-presto-adoption">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Dremio Embraces Data Lakehouse with Cloud Launch" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Dremio%20Embraces%20Data%20Lakehouse%20with%20Cloud%20Launch.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Dremio Embraces Data Lakehouse with Cloud Launch</h5>  <p>I previously explained how the data lakehouse is one of two primary approaches being adopted to deliver what I have called a hydroanalytic data platform. Hydroanalytics involves the combination of data warehouse and data lake functionality to enable </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/dremio-embraces-data-lakehouse-with-cloud-launch">View</a></div> </div> </div> <div class="portfolio-item mix Benchmark Research VOD DataGovernance " style=" text-align: center;" data-myorder="Data Governance 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://www.isg-research.net/hubfs/Businessman%20hand%20using%20mobile%20phone%20with%20digital%20layer%20effect%20as%20business%20strategy%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>Data Governance 2022 Benchmark Research Report</h5>  <p>Data governance has always been a critical part of the data and analytics landscape but was for many years seen as a preventative function that was designed to limit access to data to ensure compliance with security and data privacy requirements. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" rel="nofollow" href="https://www.ventanaresearch.com/benchmark/data/data_governance/market_report/2022">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="MariaDB Offers One Database for All Workloads" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_MariaDB%20Offers%20One%20Database%20for%20All%20Workloads.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MariaDB Offers One Database for All Workloads</h5>  <p>As I recently described, it is anticipated that the majority of database workloads will continue to be served by specialist data platforms targeting operational and analytic workloads, albeit with growing demand for hybrid data processing use-cases a</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/mariadb-offers-one-database-for-all-workloads">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Disentangling and Demystifying Data Mesh and Data Fabric" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Disentangling%20and%20Demystifying%20Data%20Mesh%20and%20Data%20Fabric.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Disentangling and Demystifying Data Mesh and Data Fabric</h5>  <p>For many organizations, new technological investment and evolution will be required to facilitate adoption of data mesh. Meanwhile, the concept of the data fabric, a technology-driven approach to managing and governing data across distributed environ</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/disentangling-and-demystifying-data-mesh-and-data-fabric">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="SingleStore Positions Hybrid Data Processing for Data Intensity" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_SingleStore%20Positions%20Hybrid%20Data%20Processing%20for%20Data%20Intensity.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>SingleStore Positions Hybrid Data Processing for Data Intensity</h5>  <p>I recently described the use cases driving interest in hybrid data processing capabilities that enable analysis of data in an operational data platform without impacting operational application performance or requiring data to be extracted to an exte</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/singlestore-positions-hybrid-data-processing-for-data-intensity">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Accelerate Business Outcomes with Immuta Data Access Governance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Accelerate%20Business%20Outcomes%20with%20Immuta%20Data%20Access%20Governance.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Accelerate Business Outcomes with Immuta Data Access Governance</h5>  <p>The data governance landscape is growing rapidly. Organizations handling vast amounts of data face multiple challenges as more regulations are added to govern sensitive information. Adoption of multi-cloud strategies increases governance concerns wit</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/accelerate-business-outcomes-with-immuta-data-access-governance">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Are Serverless Databases the Best Fit for Your Organization?" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Are%20Serverless%20Databases%20the%20Best%20Fit%20for%20Your%20Organization.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Are Serverless Databases the Best Fit for Your Organization?</h5>  <p>The server is a key component of enterprise computing, providing the functional compute resources required to support software applications. Historically, the server was so fundamentally important that it – along with the processor, or processor core</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/are-serverless-databases-the-best-fit-for-your-organization?">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Yugabyte Targets Developers to Accelerate Distributed SQL Database Adoption" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Yugabyte%20Targets%20Developers%20to%20Accelerate%20Distributed%20SQL%20Database%20Adoption.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Yugabyte Targets Developers to Accelerate Distributed SQL Database Adoption</h5>  <p>Over a decade ago, I coined the term NewSQL to describe the new breed of horizontally scalable, relational database products. The term was adopted by a variety of vendors that sought to combine the transactional consistency of the relational database</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/yugabyte-targets-developers-to-accelerate-distributed-sql-database-adoption">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Vertica Unifies Analytics and Business Intelligence at Scale" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Vertica%20Unifies%20Analytics%20and%20Business%20Intelligence%20at%20Scale.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Vertica Unifies Analytics and Business Intelligence at Scale</h5>  <p>Organizations face a variety of data and analytics challenges resulting from growth and increased scale. Multiple tools and techniques are needed to derive value from various databases. But, adding more systems means adding more complexities, which c</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/vertica-unifies-analytics-and-business-intelligence-at-scale">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Oracle Positions to Address Any and All Data Platform Needs" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Oracle%20Positions%20to%20Address%20Any%20and%20All%20Data%20Platform%20Needs.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Oracle Positions to Address Any and All Data Platform Needs</h5>  <p>I recently described how the operational data platforms sector is in a state of flux. There are multiple trends at play, including the increasing need for hybrid and multicloud data platforms, the evolution of NoSQL database functionality and applica</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/oracle_positions_to_address_any_and_all_data_platform_needs">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Real-Time Data Processing Requires More Agile Data Pipelines" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Real-Time%20Data%20Processing%20Requires%20More%20Agile%20Data%20Pipelines.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Real-Time Data Processing Requires More Agile Data Pipelines</h5>  <p>I recently wrote about the importance of data pipelines and the role they play in transporting data between the stages of data processing and analytics. Healthy data pipelines are necessary to ensure data is integrated and processed in the sequence r</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/real-time-data-processing-requires-more-agile-data-pipelines">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Regional Attitudes to Data Governance and Regulatory Compliance" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Regional%20Attitudes%20to%20Data%20Governance%20and%20Regulatory%20Compliance.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Regional Attitudes to Data Governance and Regulatory Compliance</h5>  <p>Data governance is an issue that impacts all organizations large and small, new and old, in every industry, and every region of the world. Data governance ensures that an organization’s data can be cataloged, trusted and protected, improving business</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/regional-attitudes-to-data-governance-and-regulatory-compliance">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Alteryx Accelerates Trifacta Push to Make Big Data Manageable" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Alteryx%20Accelerates%20Trifacta%20Push%20to%20Make%20Big%20Data%20Manageable.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Alteryx Accelerates Trifacta Push to Make Big Data Manageable</h5>  <p>Improving the quality of information is cited by organizations as the leading benefit of data preparation activities. Data quality efforts are focused on clean data, but increasingly, the importance of bad data is also recognized. To be more accurate</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/alteryx-accelerates-trifacta-push-to-make-big-data-manageable">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Starburst Accelerates Analysis of Distributed Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Starburst%20Accelerates%20Analysis%20of%20Distributed%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Starburst Accelerates Analysis of Distributed Data</h5>  <p>I recently described the growing level of interest in data mesh which provides an organizational and cultural approach to data ownership, access and governance that facilitates distributed data processing. As I stated in my Analyst Perspective, data </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/starburst-accelerates-analysis-of-distributed-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="The Benefits of Data Mesh Extend to Organizational and Cultural Change" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_The%20Benefits%20of%20Data%20Mesh%20Extend%20to%20Organizational%20and%20Cultural%20Change.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 Data Mesh Extend to Organizational and Cultural Change</h5>  <p>Data mesh is the latest trend to grip the data and analytics sector. The term has been rapidly adopted by numerous vendors — as well as a growing number of organizations —as a means of embracing distributed data processing. Understanding and adopting</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-benefits-of-data-mesh-extend-to-organizational-and-cultural-change">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Yellowbrick Paves the Way to Distributed Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Yellowbrick%20Paves%20the%20Way%20to%20Distributed%20Cloud-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Yellowbrick Paves the Way to Distributed Cloud</h5>  <p>Despite widespread and increasing use of the cloud for data and analytics workloads, it has become clear in recent years that, for most organizations, a proportion of data-processing workloads will remain on-premises in centralized data centers or di</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/yellowbrick-paves-the-way-to-distributed-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Looker Simplifies 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://www.isg-research.net/hubfs/AP_DM_Looker%20Simplifies%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>Looker Simplifies Business Intelligence in the Cloud</h5>  <p>Organizations face various challenges with analytics and business intelligence processes, including data curation and modeling across disparate sources and data warehouses, maintaining data quality and ensuring security and governance.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/looker-simplifies-business-intelligence-in-the-cloud">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Expanded NoSQL Use Cases Deserve a Second Look" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Expanded%20NoSQL%20Use%20Cases%20Deserve%20a%20Second%20Look.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Expanded NoSQL Use Cases Deserve a Second Look</h5>  <p>I recently examined how evolving functionality had fueled the adoption of NoSQL databases, recommending that organizations evaluate NoSQL databases when assessing options for data transformation and modernization efforts. This recommendation was base</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/expanded-nosql-use-cases-deserve-a-second-look">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Explorium Improves Machine Learning Models With External Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Explorium%20Improves%20Machine%20Learning%20Models%20With%20External%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Explorium Improves Machine Learning Models With External Data</h5>  <p>Today, organizations understand the importance of good external data that can be integrated with internal data to train machine learning models. Our Machine Learning Dynamic Insights research showed that external data adds a significant value in gain</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/explorium-improves-machine-learning-models-with-external-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Evolving NoSQL Database Functionality Fuels Adoption" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Evolving%20NoSQL%20Database%20Functionality%20Fuels%20Adoption.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Evolving NoSQL Database Functionality Fuels Adoption</h5>  <p>The various NoSQL databases have become a staple of the data platforms landscape since the term entered the IT industry lexicon in 2009 to describe a new generation of non-relational databases. While NoSQL began as a ragtag collection of loosely affi</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/evolving-nosql-database-functionality-fuels-adoption">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Bigeye Provides Visibility into 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://www.isg-research.net/hubfs/AP_MA_Bigeye%20Provides%20Visibility%20into%20Data%20Reliability.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Bigeye Provides Visibility into Data Reliability</h5>  <p>As businesses become more data-driven, they are increasingly dependent on the quality of their data and the reliability of their data pipelines. Making decisions based on data does not guarantee success, especially if the business cannot ensure that </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/bigeye-provides-visibility-into-data-reliability">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Data Observability is Key to Ensuring Healthy Data Pipelines" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Data%20Observability%20is%20Key%20to%20Ensuring%20Healthy%20Data%20Pipelines.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 is Key to Ensuring Healthy Data Pipelines</h5>  <p>I recently described the emergence of hydroanalytic data platforms, outlining how the processes involved in generating energy from a lake or reservoir were analogous to those required to generate intelligence from a data lake. I explained how structu</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/data-observability-is-key-to-ensuring-healthy-data-pipelines">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Good Data Governance 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://www.isg-research.net/hubfs/AP_DM_Good%20Data%20Governance%20Improves%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>Good Data Governance Improves Business Processes</h5>  <p>Many organizations invest in data governance out of concern over misuse of data or potential data breaches. These are important considerations and valid aspects of data governance programs. However, good data governance also has positive impacts on o</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/good-data-governance-improves-business-processes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Incorta Unifies Data Processing to Accelerate 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://www.isg-research.net/hubfs/AP_MA_Incorta%20Unifies%20Data%20Processing%20to%20Accelerate%20Analytics_BI.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Incorta Unifies Data Processing to Accelerate Analytics & BI</h5>  <p>As I stated when joining Ventana Research, the socioeconomic impacts of the pandemic and its aftereffects have highlighted more than ever the differences between organizations that can turn data into insights and are agile enough to act upon it and t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/incorta-unifies-data-processing-to-accelerate-analytics-bi">View</a></div> </div> </div> <div class="portfolio-item mix Benchmark Research VOD " 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://www.isg-research.net/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 " style=" text-align: center;" data-myorder="Hybrid Data Processing Use Cases" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Hybrid%20Data%20Processing%20Use%20Cases.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Hybrid Data Processing Use Cases</h5>  <p>I recently described how the data platforms landscape will remain divided between analytic and operational workloads for the foreseeable future. Analytic data platforms are designed to store, manage, process and analyze data, enabling organizations t</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/hybrid-data-processing-use-cases">View</a></div> </div> </div> <div class="portfolio-item mix Benchmark Research DataGovernance " 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://www.isg-research.net/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 DataGovernance " style=" text-align: center;" data-myorder="Managing Data Effectively in 2022: Ventana Research Market Agenda" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Managing%20Data%20Effectively%20in%202022-Ventana%20Research%20Market%20Agenda-1.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Managing Data Effectively in 2022: Ventana Research Market Agenda</h5>  <p>Ventana Research recently announced its 2022 Market Agenda for Data, continuing the guidance we have offered for nearly two decades to help organizations derive optimal value and improve business outcomes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/managing-data-effectively-in-2022-ventana-research-market-agenda">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://www.isg-research.net/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 Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Semarchy Brings Master Data Management to Line-of-Business Users" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Semarchy%20Brings%20Master%20Data%20Management%20to%20Line-of-Business%20Users.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Semarchy Brings Master Data Management to Line-of-Business Users</h5>  <p>Digital transformation efforts are widespread, with most organizations focusing on the innovative use of data. Business users demand real-time, integrated analytics deployed through a unified platform with built-in machine learning (ML) that delivers</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/semarchy-brings-master-data-management-to-line-of-business-users">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Chewy Earns Digital Leadership Award in Data with Alation 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://www.isg-research.net/hubfs/MP_Chewy%20Earns%20Digital%20Leadership%20Award%20in%20Data%20with%20Alation%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>Chewy Earns Digital Leadership Award in Data with Alation for 2021</h5>  <p>The annual Ventana Research Digital Leadership Awards recognize organizations and individuals that utilize technology to advance business and IT. The Digital Leadership Awards showcase the professional leadership and their use of business application</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/chewy-earns-digital-leadership-award-in-data-with-alation-for-2021">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Kyligence Brings Simplification to Data Processes for Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Kyligence%20Brings%20Simplification%20to%20Data%20Processes%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>Kyligence Brings Simplification to Data Processes for Analytics</h5>  <p>Data platforms are designed to manage and analyze big data, enabling organizations to leverage their data to operate with greater efficiency across on-premises, hybrid and multi-cloud environments. Our Analytics and Data Benchmark Research finds that</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/kyligence-brings-simplification-to-data-processes-for-analytics">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast " style=" text-align: center;" data-myorder="Current Data Market Trends" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_447199446.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Current Data Market Trends</h5>  <p>Data Catalogs are fundamentally changing the way organizations think about and manage their data. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/current-data-market-trends">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="The Potential for Hybrid and Multicloud Platforms to Safeguard Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_The%20Potential%20for%20Hybrid%20and%20Multicloud%20Platforms%20to%20Safeguard%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Potential for Hybrid and Multicloud Platforms to Safeguard Data</h5>  <p>It has been clear for some time that future enterprise IT architecture will span multiple cloud providers as well as on-premises data centers. As Ventana Research noted in the market perspective on data architectures, the rapid adoption of cloud comp</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/the-potential-for-hybrid-and-multicloud-platforms-to-safeguard-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Cockroach Labs Brings Developers and Serverless Database Together" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Cockroach%20Labs%20Brings%20Developers%20and%20Serverless%20Database%20Together.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cockroach Labs Brings Developers and Serverless Database Together</h5>  <p>Breaking into the database market as a new vendor is easier said than done given the dominance of the sector by established database and data management giants, as well as the cloud computing providers. We recently described the emergence of a new br</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/cockroach-labs-brings-developers-and-serverless-database-together">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Blockchains for Medical Identity Management Face Challenges" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP-RK-Blockchains%20for%20Medical%20Identity%20Management%20Face%20Challenges.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Blockchains for Medical Identity Management Face Challenges</h5>  <p>The need for a COVID-19 vaccination “passport” has prompted some to suggest using blockchain technology as a means of reliably verifying an individual’s status at an international level.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://robertkugel.ventanaresearch.com/blockchains-for-medical-identity-management-face-challenges">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective DataGovernance " style=" text-align: center;" data-myorder="Domino Manages Data Science Life Cycle" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Market Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/MP_Domino%20Manages%20Data%20Science%20Life%20Cycle.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Domino Manages Data Science Life Cycle</h5>  <p>With more and more data available to analyze, organizations are realizing the value that sophisticated analyses using artificial intelligence and machine learning (AI/ML) can provide. The benefits of these analyses are significant: our Dynamic Insigh</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/domino-manages-data-science-life-cycle">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Google Cloud Advances to Multi-Cloud" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MA_Google%20Cloud%20Advances%20to%20Multi-Cloud.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Google Cloud Advances to Multi-Cloud</h5>  <p>Enterprises looking to adopt cloud-based data processing and analytics face a disorienting array of data storage, data processing, data management and analytics offerings. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://mattaslett.ventanaresearch.com/google-cloud-advances-to-multi-cloud">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast DataGovernance " style=" text-align: center;" data-myorder="Data in Motion" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">VentanaCast</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/Embedded_2-med.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data in Motion</h5>  <p>The availability of real-time data is changing the way we live and the types of systems we build. Organizations need more immediacy in their operations. Nearly half the participants in our Internet of Things research study indicated that it was essen</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/data_in_motion">View</a></div> </div> </div> <div class="portfolio-item mix Webinar " style=" text-align: center;" data-myorder="Digital Age of Data Intelligence: Five Steps to Optimize Your Revenue Potential" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Webinar</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/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>Digital Age of Data Intelligence: Five Steps to Optimize Your Revenue Potential</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="/webinar/digital-age-of-data-intelligence-five-steps-to-optimize-your-revenue-potential-registration">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Virtualizing Data Architectures for Hybrid 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://www.isg-research.net/hubfs/MP_Virtualizing%20Data%20Architectures%20for%20Hybrid%20Cloud-Computing.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Virtualizing Data Architectures for Hybrid Cloud-Computing</h5>  <p>The virtualization of business and the evolution of digital transformation to applications and systems that operate in cloud computing — or the “as-a-service” environment — has fragmented enterprise and data architectures.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/virtualizing-data-architectures-for-hybrid-cloud-computing">View</a></div> </div> </div> <div class="portfolio-item mix Market Perspective " style=" text-align: center;" data-myorder="Solace Event-Driven Architecture Enables Hybrid 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://www.isg-research.net/hubfs/MP_Solace%20Event-Driven%20Architecture%20Enables%20Hybrid%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>Solace Event-Driven Architecture Enables Hybrid Cloud Computing</h5>  <p>When you think about it, events are at the very core of computing, right down to the simplest if-then operation in a spreadsheet. Each event leads to a set of choices, often binary, which then become events in themselves. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://www.ventanaresearch.com/market-perspectives/solace-event-driven-architecture-enables-hybrid-cloud-computing">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Databricks Lakehouse Platform Streamlines Big Data Processing" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Databricks%20Lakehouse%20Platform%20Streamlines%20Big%20Data%20Processing.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Databricks Lakehouse Platform Streamlines Big Data Processing</h5>  <p>Databricks is a data engineering and analytics cloud platform built on top of Apache Spark that processes and transforms huge volumes of data and offers data exploration capabilities through machine learning models.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/databricks-lakehouse-platform-streamlines-big-data-processing">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Use External Data Platform to Improve Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Use%20External%20Data%20Platform%20to%20Improve%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Use External Data Platform to Improve Analytics</h5>  <p>Access to external data can provide a competitive advantage. Our research shows that more than three-quarters (77%) of participants consider external data to be an important part of their machine learning (ML) efforts. The most important external dat</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/use-external-data-platform-to-improve-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Infographic DataGovernance " style=" text-align: center;" data-myorder="DATA GOVERNANCE Doesn’t Have to Be Hard" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Infographic</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_456396154.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DATA GOVERNANCE Doesn’t Have to Be Hard</h5>  <p>For years data governance has been challenging for organizations. There have been too many different data-related technologies to manage and too many manual processes involved. As a result, data governance policies were restrictive and interfered wit</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/infographic/data/data_governance_doesnt_have_to_be_hard">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Data Virtualization Brings Data Together Quickly and Easily" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Data%20Virtualization%20Brings%20Data%20Together%20Quickly%20and%20Easily.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Virtualization Brings Data Together Quickly and Easily</h5>  <p>The technology industry throws around a lot of similar terms with different meanings as well as entirely different terms with similar meanings. In this post, I don’t want to debate the meanings and origins of different terms; rather, I’d like to high</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-virtualization-brings-data-together-quickly-and-easily">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="The Weak Link in Data Governance? Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_The%20Weak%20Link%20in%20Data%20Governance-Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>The Weak Link in Data Governance? Analytics</h5>  <p>Data governance is a hot topic these days. In fact, we are conducting benchmark research on the subject here. With increasing regulations such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), organizati</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/the-weak-link-in-data-governance-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Collibra Brings Effective Data Governance to Line-of-Business" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Collibra%20Brings%20Effective%20Data%20Governance%20to%20Line-of-Business.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Collibra Brings Effective Data Governance to Line-of-Business</h5>  <p>Collibra is a data governance software company that offers tools for metadata management and data cataloging. The software enables organizations to find data quickly, identify its source and assure its integrity.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/collibra-brings-effective-data-governance-to-line-of-business">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " style=" text-align: center;" data-myorder="The Digital Age of Data Intelligence" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_394300808.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 Age of Data Intelligence</h5>  <p>The age of data is here, and the value of all that data to organizations continues to increase. Data has, in fact, become integral to an organization’s ability to grow and thrive. So, it is essential that organizations tap into every available source</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/digital_technology/the_digital_age_of_data_intelligence">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Rapidminer Platform Supports Entire Data Science Lifecycle" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Rapidminer%20Platform%20Supports%20Entire%20Data%20Science%20Lifecycle.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Rapidminer Platform Supports Entire Data Science Lifecycle</h5>  <p>Rapidminer is a visual enterprise data science platform that includes data extraction, data mining, deep learning, artificial intelligence and machine learning (AI/ML) and predictive analytics. It can support AI/ML processes with data preparation, mo</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/rapidminer-platform-supports-entire-data-science-lifecycle">View</a></div> </div> </div> <div class="portfolio-item mix eBook " 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://www.isg-research.net/hubfs/Images/Shutterstock-images/Simplify%20your%20Data%20and%20Analytics%20Architecture%20for%20Faster%20Insights.png) 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>Master data management (MDM) is critical to ensuring that your organization has the clean, consistent data needed to operate efficiently and effectively. Excellent customer experiences and effective omnichannel engagement often depend on enrichment w</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ebook/data/simplify_your_data_and_analytics_architecture_for_faster_insights">View</a></div> </div> </div> <div class="portfolio-item mix White Paper " 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://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_234259154.jpeg) 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="/white_paper/big_data/avoiding_cloud_data_cost_overruns">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Confluent Helps Organizations Tackle Streaming Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Confluent%20Helps%20Organizations%20Tackle%20Streaming%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Confluent Helps Organizations Tackle Streaming Data</h5>  <p>Confluent Platform is a streaming platform built by the original creators of Apache Kafka. It enables organizations to organize and manage streaming data from various sources. Confluent launched its IPO in June this year and raised $828 million to fu</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/confluent-helps-organizations-tackle-streaming-data">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " 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://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_256092567.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. These controls are nece</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/big_data/embracing_modern_data_governance_practices">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Innovit Named a Vendor with Merit in the 2021 PIM 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://www.isg-research.net/hubfs/AP_MS_Innovit%20Named%20a%20Vendor%20with%20Merit%20in%20the%202021%20PIM%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>Innovit Named a Vendor with Merit in the 2021 PIM Value Index</h5>  <p>We are happy to share some insights about Innovit MDM 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://marksmith.ventanaresearch.com/innovit-named-a-vendor-with-merit-in-the-2021-pim-value-index">View</a></div> </div> </div> <div class="portfolio-item mix VentanaCast DataGovernance " 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://www.isg-research.net/hubfs/AdobeStock_242784692.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>Human Resources and Finance are critical business functions. Engaging with the analytics associated with these areas will help improve business operations, but in many cases traditional data warehouses and analytics are so disconnected from the busin</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ventanacast/delivering_data_and_analytics_to_hr_and_finance">View</a></div> </div> </div> <div class="portfolio-item mix eBook DataGovernance " style=" text-align: center;" data-myorder="Modern MDM Requirements" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">eBook</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Screen%20Shot%202021-06-30%20at%2012.19.22%20AM.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Modern MDM Requirements</h5>  <p>Master data management (MDM) is critical to ensuring that your organization has the clean, consistent data needed to operate efficiently and effectively. Excellent customer experiences and effective omnichannel engagement often depend on enrichment w</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/ebook/data/modern_mdm_requirements">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Teradata Expands Vantage Enterprise Data Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Teradata%20Expands%20Vantage%20Enterprise%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>Teradata Expands Vantage Enterprise Data Platform</h5>  <p>Teradata introduced some enhancements to its Vantage platform last year in which they expanded its analytics functions and language support, and strengthened tools to improve collaboration between data scientists, business analysts, data engineers an</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/teradata-expands-vantage-enterprise-data-platform">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint DataGovernance " style=" text-align: center;" data-myorder="Better Insights with External Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_121768451.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Better Insights with External Data</h5>  <p>External data can be valuable to many organizations for a variety of reasons. It can be used by planning and operations teams to benchmark an organization’s financial or operational performance. It can enrich the data an organization collects and ana</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/better_insights_with_external_data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective " style=" text-align: center;" data-myorder="Alation Helps Organizations Get More Value From Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Alation%20Helps%20Organizations%20Get%20More%20Value%20From%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Alation Helps Organizations Get More Value From Data</h5>  <p>Alation recently announced the release of its 2021.1 version, introducing new data governance capabilities, enhancements in search and discovery through data domains, and extended connector and query coverage for data sources. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/alation-helps-organizations-get-more-value-from-data">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint DataGovernance " style=" text-align: center;" data-myorder="Time to Take Another Look at MDM" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_145155720-%5BConverted%5D.jpg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Time to Take Another Look at MDM</h5>  <p>Master data management (MDM) as a discipline has been around for decades. And MDM software has been evolving over time to help organizations meet their changing data requirements. But if your understanding of MDM software is even a little bit dated, </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/time_to_take_another_look_at_mdm">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Why Your Data Lake Needs Bad Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Why%20Your%20Data%20Lake%20Needs%20Bad%20Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Why Your Data Lake Needs Bad Data</h5>  <p>Everyone talks about data quality, as they should. Our research shows that improving the quality of information is the top benefit of data preparation activities.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/why-your-data-lake-needs-bad-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="DataRobot Automates and Simplifies AI/ML" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_DataRobot%20Automates%20and%20Simplifies%20AI%20and%20ML.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataRobot Automates and Simplifies AI/ML</h5>  <p>Machine learning is valuable for organizations, but it can be hard to deploy. Our Machine Learning Dynamic Insights research identifies that not having enough skilled resources and difficulty building and maintaining ML systems are pressing challenge</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/datarobot-automates-and-simplifies-ai/ml">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Incorta Streamlines Analytics with Direct Data Access" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Incorta%20Streamlines%20Analytics%20with%20Direct%20Data%20Access.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Incorta Streamlines Analytics with Direct Data Access</h5>  <p>The amount of data flowing into organizations is growing exponentially, creating a need to process more data more quickly than ever before. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/incorta-streamlines-analytics-with-direct-data-access">View</a></div> </div> </div> <div class="portfolio-item mix Buyers Guide DataGovernance " 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://www.isg-research.net/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 DataGovernance " 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://www.isg-research.net/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 Buyers Guide DataGovernance " 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://www.isg-research.net/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 Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Dataiku Streamlines AI/ML" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Dataiku%20Streamlines%20AI_ML.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Dataiku Streamlines AI/ML</h5>  <p>Organizations are becoming more and more data-driven and are looking for ways to accelerate the usage of artificial intelligence and machine learning (AI/ML).</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/dataiku-streamlines-ai/ml">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Informatica Continues to Evolve Data Management Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Informatica%20Continues%20to%20Evolve%20Data%20Management%20Platform.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Informatica Continues to Evolve Data Management Platform</h5>  <p>Organizations are accelerating their digital transformation and looking for innovative ways to engage with customers in this new digital era of data management.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/informatica-continues-to-evolve-data-management-platform">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Data in 2021: Ventana Research Market Agenda" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Data%20in%202021_Ventana%20Research%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>Data in 2021: Ventana Research Market Agenda</h5>  <p>Ventana Research recently announced its 2021 Market Agenda for data, continuing the guidance we have offered for nearly two decades to help organizations derive optimal value and improve business outcomes.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-in-2021-ventana-research-market-agenda">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " 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://www.isg-research.net/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 DataGovernance " style=" text-align: center;" data-myorder="Introducing Precisely for Data Integrity" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Introducing%20Precisely%20for%20Data%20Integrity.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Introducing Precisely for Data Integrity</h5>  <p>Data is becoming more valuable and more important to organizations. At the same time, organizations have become more disciplined about the data on which they rely to ensure it is robust, accurate and governed properly.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/introducing-precisely-for-data-integrity">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Cloudera Consolidates Its Data Platform" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Cloudera%20Consolidates%20Its%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>Cloudera Consolidates Its Data Platform</h5>  <p>Organizations are dealing with exponentially increasing data that ranges broadly from customer-generated information, financial transactions, edge-generated data and even operational IT server logs. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/cloudera-consolidates-its-data-platform">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Tableau and Salesforce bring New Look to Business Analytics" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Tableau%20and%20Salesforce%20bring%20New%20Look%20to%20Business%20Analytics.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Tableau and Salesforce bring New Look to Business Analytics</h5>  <p>Businesses are transforming their organizations, building a data culture and deploying sophisticated analytics more broadly than ever.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/tableau-and-salesforce-bring-new-look-to-business-analytics">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Snowflake Builds on Its Success" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Snowflake%20Builds%20on%20Its%20Success.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Snowflake Builds on Its Success</h5>  <p>Traditional on-premises data processing solutions have led to a hugely complex and expensive set of data silos where IT spends more time managing the infrastructure than extracting value from the data.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/snowflake-builds-on-its-success">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Emerging Data Platforms Tackle Big Challenges" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Emerging%20Data%20Platforms%20Tackle%20Big%20Challenges.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Emerging Data Platforms Tackle Big Challenges</h5>  <p>Organizations are always looking to improve their ability to use data and AI to gain meaningful and actionable insights into their operations, services and customer needs. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/emerging-data-platforms-tackle-big-challenges">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint " style=" text-align: center;" data-myorder="Cloud Migration Tips, Tricks and Traps" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_220604499.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Cloud Migration Tips, Tricks and Traps</h5>  <p>For a variety of reasons, organizations are moving their workloads to the cloud. Our research shows that one-third of organizations have their primary data lake platforms in the cloud and most organizations (86%) expect the majority of their data to </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/cloud_migration_tips_tricks_and_traps">View</a></div> </div> </div> <div class="portfolio-item mix White Paper DataGovernance " style=" text-align: center;" data-myorder="Data Warehouses Meet Data Lakes" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">White Paper</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_334428191.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data Warehouses Meet Data Lakes</h5>  <p>For decades, organizations have recognized the need to perform analyses that draw upon information from various parts of an organization. Product profitability analyses require production costs, selling costs and customer service costs. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/white_paper/big_data/data_warehouses_meet_data_lakes">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Molecula Earns Ventana Research 13th Digital Innovation Award for Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_MS_Molecula_Earns_Ventana_Research_13th_Digital_Innovation_Award_for_Data.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Molecula Earns Ventana Research 13th Digital Innovation Award for Data</h5>  <p>Ventana Research has awarded Molecula its 2020 Digital Innovation Award for Data. This award acknowledges the technology vendor that best exemplifies innovation in data and associated technologies for supporting information management-related needs.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://marksmith.ventanaresearch.com/molecula-earns-ventana-research-13th-digital-innovation-award-for-data">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Diving Deeper into the Data Lake" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Research_Agendas/Research_Assertions/2020/Data/Ventana_Research_2020_Assertion_Data_Lakes.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Diving Deeper into the Data Lake</h5>  <p>A data lake is a centralized repository designed to house big data in structured, semi-structured and unstructured form. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/diving-deeper-into-the-data-lake">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint DataGovernance streaming_data_events " style=" text-align: center;" data-myorder="Retailers Improve Performance Using Event Stream Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_383287292.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Retailers Improve Performance Using Event Stream Data</h5>  <p>Streaming data is transforming how retailers operate. Retail’s evolution from brick-and-mortar to omnichannel has provided organizations with better information about customer behavior while also increasing the expectations of consumers regarding the</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/retailers_improve_performance_using_event_stream_data">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint streaming_data_events " style=" text-align: center;" data-myorder="Insurers Use Event Stream Data to Transform Services" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_382773052.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Insurers Use Event Stream Data to Transform Services</h5>  <p>Streaming data is transforming how insurance companies provide their services. It can offer critical information needed to underwrite risks with better information, detect and prevent fraudulent claims, deliver world-class customer service and tie to</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/insurers_use_event_stream_data_to_transform_services">View</a></div> </div> </div> <div class="portfolio-item mix Viewpoint DataGovernance streaming_data_events " style=" text-align: center;" data-myorder="Improve Financial Services with Event Stream Data" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Viewpoint</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_93279305.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Improve Financial Services with Event Stream Data</h5>  <p>Streaming data will be transformative to the future of financial services organizations. It can provide the critical, timely information needed to deliver world-class customer service, detect and prevent fraud, tie together disparate legacy systems o</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/improve_financial_services_with_event_stream_data">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://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_366493166.jpeg) 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. Organizations must be able to respond in the moment or risk missing the opportunity altogether. To do this, the systems a</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/viewpoint/big_data/scalability_and_flexibility_critical_to_the_modern_data_warehouse">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="DataOps: Managing the Process and Technology" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_DataOps_Managing_the_Process_and_Technology.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>DataOps: Managing the Process and Technology</h5>  <p>For decades, data integration was a rigid process. Data was processed in batches once a month, once a week or once a day. Organizations needed to make sure those processes were completed successfully—and reliably—so they had the data necessary to mak</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/dataops-managing-the-process-and-technology">View</a></div> </div> </div> <div class="portfolio-item mix Videocast DataGovernance " style=" text-align: center;" data-myorder="Key Requirements for Today’s Modern Data Warehouse" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Videocast</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/Images/Shutterstock-images/AdobeStock_138069295-871491-edited.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 Today’s Modern Data Warehouse</h5>  <p>Organizations today need to rely on data more than at any point in the past. This is because understanding the details of your business operations can mean the difference between success and failure. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="/videocast/key_requirements_for_todays_modern_data_warehouse">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="MicroStrategy World 2020" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/custom-video-thumbnails/MicroStrategy%20World%20200306-thumb.jpeg) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>MicroStrategy World 2020</h5>  <p>MicroStrategy recently held its annual user conference, which focused on the theme of the “Intelligent Enterprise.”</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/microstrategy-world-2020">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " style=" text-align: center;" data-myorder="Five Modern Data Architecture Trends" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/AP_DM_Five_Modern_Data_Architecture_Trends_200330.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Five Modern Data Architecture Trends</h5>  <p>I was recently asked to identify key modern data architecture trends.</p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/five-modern-data-architecture-trends">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " 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://www.isg-research.net/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 DataGovernance " style=" text-align: center;" data-myorder="Data in 2020: Ventana Research Agenda" data-bound=""> <div class="contentWrapper"> <div class="contentHeader"> <h6 style="background: #133049;">Analyst Perspective</h6> <div class="portfolio-image" style="background: url(https://www.isg-research.net/hubfs/2020%20Research%20Agenda%20Logo.png) top center; background-size:cover;"> </div> </div> <div class="contentMiddle" style="padding-left: 10px; padding-right: 10px;"> <div class="mid_inner"> <h5>Data in 2020: Ventana Research Agenda</h5>  <p>Ventana Research recently announced its 2020 research agenda for data, continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value and improve business outcomes. </p> </div> </div> <div class="contentButton" align="center"><a class="fancy-btn" href="https://davidmenninger.ventanaresearch.com/data-in-2020-ventana-research-agenda">View</a></div> </div> </div> <div class="portfolio-item mix Analyst Perspective DataGovernance " 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://www.isg-research.net/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>  <div class="container"> <div class="bottom_contents"> <div id="hs_cos_wrapper_dnd_area-module-28_" 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; font-size: 12px;"><span style="color: #ffffff;">Want to see all the research?</span></div></div> <a href="/data/list" style="text-align: center;"> <div class="fancy-btn" style="display: inline-block; text-align: center;">Click Here</div> </a> </div> </div> </section> </div></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-26 dnd-section dnd_area-row-10-background-layers dnd_area-row-10-background-color dnd_area-row-10-padding dnd_area-row-10-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-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_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"> <a id="awards" data-hs-anchor="true" class="anchor-sticky"></a> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-28 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-31" 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="container"> <div class="industry-agenda"> <div class="industry-content"> <h2>ISG Software Research 17th Annual Digital Innovation Award Winner</h2> <div class="agenda-image-text"> <span stye="color: #ffffff;"> <a href="https://www.ibm.com/products/watsonx-governance" target="_blank" rel="noopener"> <img src="https://www.isg-research.net/hubfs/2023_logos/ibm.svg" alt="ibm" loading="lazy" width="750" height="300" style="max-width: 100%; height: auto;"> </a> </span> <div> <h4 align="center"> <a href="https://www.ibm.com/products/watsonx-governance" target="_blank" rel="noopener" style="color:white"> IBM for IBM watsonx.governance </a> </h4> <br> <h2>ISG Software Research 16th Annual Digital Leadership Award Winners</h2> </div> </div> <div class="row-fluid logo-showcase"> <div class="inner_content" style="height: 133px;display: flex;align-items: center;"> <a href="https://www.skidmore.edu/" target="_blank" rel="noopener"> <img src="https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=1000&height=286&name=Skidmore_Wordmark_Thick_White.png" alt="Skidmore_Wordmark_Thick_White" loading="lazy" width="1000" height="286" style="max-width: 100%; height: auto;" srcset="https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=500&height=143&name=Skidmore_Wordmark_Thick_White.png 500w, https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=1000&height=286&name=Skidmore_Wordmark_Thick_White.png 1000w, https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=1500&height=429&name=Skidmore_Wordmark_Thick_White.png 1500w, https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=2000&height=572&name=Skidmore_Wordmark_Thick_White.png 2000w, https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=2500&height=715&name=Skidmore_Wordmark_Thick_White.png 2500w, https://www.isg-research.net/hs-fs/hubfs/Skidmore_Wordmark_Thick_White.png?width=3000&height=858&name=Skidmore_Wordmark_Thick_White.png 3000w" sizes="(max-width: 1000px) 100vw, 1000px"> </a> </div> <div class="inner_content" style="height: 133px;;display: flex;align-items: center;"> <p><strong style="color: #fff; 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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-35-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-32 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"> <div class="hs-video-widget" data-hsv-embed-id="a46cd7e0-8df0-414d-9a46-bcfff08cad7a"> <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/152872241451?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="152872241451" 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-33 dnd_area-row-12-padding dnd-section dnd_area-row-12-max-width-section-centering"> <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-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_dnd_area-module-38" 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-38 .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-38 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-38 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-38 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-38 .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-38 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-38 .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-38 .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-38 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-38 .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-38 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-38 .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-38 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-38 .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>November</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li><strong>Analyst and Market Perspectives<br></strong><span>Deep Learning</span></li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/artificial_intelligence/ai_platforms" rel="noopener">AI Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/ai_and_data_platforms_2024" rel="noopener" target="_blank">AI and Data Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/cloud_native_ai_and_data_platforms_2024" rel="noopener" target="_blank">Cloud-Native AI and Data Platforms promoted</a></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-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-40" 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-40 .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-40 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-40 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-40 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-40 .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-40 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-40 .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-40 .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-40 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-40 .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-40 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-40 .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-40 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-40 .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>December</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li><strong>Analyst and Market Perspectives</strong><br>Multimodal AI</li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/artificial_intelligence/ai_platforms" rel="noopener">AI Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/ai_and_data_platforms_2024" rel="noopener" target="_blank">AI and Data Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/cloud_native_ai_and_data_platforms_2024" rel="noopener" target="_blank">Cloud-Native AI and Data Platforms promoted</a></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-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-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 .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-42 .custom-4col--heading-content-tf a:hover { color:#255B8A; } #hs_cos_wrapper_dnd_area-module-42 .custom-column-tf h4 { text-align:center; font-weight:600 !important; font-size:18px; padding-top:5%; } #hs_cos_wrapper_dnd_area-module-42 .custom-column-tf { font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-42 .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-42 .custom-column-tf { padding-right:15px; padding-left:15px; } #hs_cos_wrapper_dnd_area-module-42 .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-42 .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-42 .custom-4col--heading-content-tf ul { padding:0; margin:0; list-style:none; font-weight:300 !important; } #hs_cos_wrapper_dnd_area-module-42 .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-42 .fancy-btn:hover { background-color:hsla(0,0%,100%,.9); color:#14304a !important; } #hs_cos_wrapper_dnd_area-module-42 .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-42 a { color:#096ac6; } #hs_cos_wrapper_dnd_area-module-42 .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>January</h4> </div> <div class="custom-4col--heading-content-tf"> <ul style="font-size: 14px;"> <li><strong>Analyst and Market Perspectives<br></strong>Data Engineering for AI</li> <li><strong>Buyers Guides</strong><br><a href="/buyers_guide/artificial_intelligence/ai_platforms" rel="noopener">AI Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/ai_and_data_platforms_2024" rel="noopener" target="_blank">AI and Data Platforms promoted;</a><br><a href="/buyers-guide/artificial_intelligence/cloud_native_ai_and_data_platforms_2024" rel="noopener" target="_blank">Cloud-Native AI and Data Platforms promoted</a></li> </ul> </div> </div> </div></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-37 dnd-section dnd_area-row-13-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-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-44" 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-44_" 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_AI_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-39 dnd_area-row-14-background-layers dnd_area-row-14-background-color dnd_area-row-14-max-width-section-centering dnd-section dnd_area-row-14-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-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-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"> <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-41 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-42 dnd_area-column-47-row-0-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-48" 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-48_" 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-43 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-49" 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-49 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-49 #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.aible.com/" rel="noopener" target="_blank">Aible</a></li> <li><a href="https://altair.com/altair-rapidminer" rel="noopener" target="_blank">Altair/Rapidminer</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="http://www.cloudera.com/content/cloudera/en/home.html" rel="noopener" target="_blank">Cloudera</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-50" 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-50 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-50 #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.ibm.com/us/en/" rel="noopener" target="_blank"></a><a href="http://www.databricks.com" rel="noopener" target="_blank">Databricks</a></li> <li><a href="https://www.dataiku.com/" rel="noopener" target="_blank">Dataiku</a></li> <li><a href="http://www.datarobot.com" rel="noopener" target="_blank">DataRobot</a></li> <li><a href="https://domino.ai/" rel="noopener" target="_blank">Domino Data Lab</a></li> <li><a href="http://www.google.co.in/" rel="noopener" target="_blank">Google</a></li> <li><a href="http://www.ibm.com/us/en/" rel="noopener" target="_blank">IBM</a></li> <li><a href="http://www.microsoft.com/en-us/default.aspx" rel="noopener" target="_blank">Microsoft</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-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 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-51 #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.sap.com/" rel="noopener" target="_blank"></a><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="http://www.sap.com/" rel="noopener" target="_blank">SAP</a></li> <li><a href="http://www.sas.com/" rel="noopener" target="_blank">SAS</a></li> <li><a href="https://www.tibco.com/" rel="noopener" target="_blank">TIBCO</a></li> </ul> </div> </div> </div> </section></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-44 dnd_area-column-47-row-2-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-52" 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-52_" 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-45 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-53" 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-53 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-53 #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>Akkio</span></li> <li><span>Alibaba Cloud</span></li> <li><span>Anaconda</span></li> <li><span>Anthropic</span></li> <li><span>C3</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="4" data-w="4"> <div id="hs_cos_wrapper_dnd_area-module-54" 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-54 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-54 #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>Clarifai</span></li> <li><span>Cohere</span></li> <li><span>Crowdworks</span></li> <li><span>H20 AI</span></li> <li><span>Hugging Face</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-55" 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-55 #vendors-coverd_not_coverd-tf ul, #hs_cos_wrapper_dnd_area-module-55 #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>Lightning AI</span></li> <li><span>MathWorks</span></li> <li><span>Meta</span></li> <li><span>OpenAI</span></li> <li><span>PyTorch (OSS)</span></li> </ul> </div> </div> </div> </section></div> </div> </div> </div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-46 dnd_area-column-45-row-2-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-56" 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-56_" 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-47 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-48 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_1679548801167" 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-49 dnd_area-row-16-padding dnd-section dnd_area-row-16-force-full-width-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-50 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-58" 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-58 .headline_content { box-shadow:rgb(0 0 0/10%) 0px 0px 10px 2px; 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