Data Analytics Solutions and Analytics Transformation

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And the competitive pressure from nimbler competitors and new entrants is on the rise. We also can expect growing regulatory requirements in the data realm – from customer privacy, data sovereignty, compliance, cybersecurity, to fairness and inclusivity.</p><p>To advance your data capabilities, you must grow your investments and talent. ISG helps you evaluate existing investments, identify opportunities and build a cognitive enterprise.</p><p><a class="btn btn-primary" href="/contact-us">Contact Us</a></p></div> </div> </div> <div id="MainPlaceholder_C019_Col01" class="sf_colsIn col-lg-6" data-sf-element="Column 2" data-placeholder-label="Column 2"><div class="img-blue-light"> <div class="blue-overlay"></div> <div class="background-img-grayscale" style="background-image:url('/images/default-source/default-album/cognitive-and-analytics-digital-cloud-brain.jpg?sfvrsn=77ebdc31_0')"></div> </div> </div> </div> </div> <div id="MainPlaceholder_TE527F9F2002_Col00" class="sf_colsIn gradient-x-three-sm-primary" data-sf-element="Container" data-placeholder-label="Container"><div id="MainPlaceholder_TE527F9F2050_Col00" class="sf_colsIn container space-top-md-2 space-bottom-2 space-bottom-lg-3" data-sf-element="Container" data-placeholder-label="Container"><div class="row mb-5" data-sf-element="Row"> <div 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and Analytics Services </h3> <span class="font-size-1 link">Learn More <i class="fas fa-angle-right fa-sm ml-1"></i></span> </div> </a> </article> </div>   <div class="col-lg-3 col-md-6 mb-8 mb-lg-2"> <article class="card h-100 insight-card transition-3d-hover"> <a href="/advisory/data-analytics-transformation/articles/how-to-source-specialized-data---analytics-services-better" > <div class="card-body"> <h3 class="h6"> How to Source Specialized Data & Analytics Services Better </h3> <span class="font-size-1 link">Learn More <i class="fas fa-angle-right fa-sm ml-1"></i></span> </div> </a> </article> </div>   <div class="col-lg-3 col-md-6 mb-8 mb-lg-2"> <article class="card h-100 insight-card transition-3d-hover"> <a href="/advisory/data-analytics-transformation/articles/the-cognitive-enterprise--how-to-improve-operations-with-generative-ai" > <div class="card-body"> <h3 class="h6"> The Cognitive Enterprise: How to Improve Operations with Generative AI </h3> <span class="font-size-1 link">Learn More <i class="fas fa-angle-right fa-sm ml-1"></i></span> </div> </a> </article> </div>   <div class="col-lg-3 col-md-6 mb-8 mb-lg-2"> <article class="card h-100 insight-card transition-3d-hover"> <a href="/advisory/data-analytics-transformation/articles/the-latest-data-and-cloud-trends-for-the-oil-gas-industry" > <div class="card-body"> <h3 class="h6"> The Latest Data and Cloud Trends for the Oil & Gas Industry </h3> <span class="font-size-1 link">Learn More <i class="fas fa-angle-right fa-sm ml-1"></i></span> </div> </a> </article> </div>  </div> <div class="position-relative" > <p style="text-align:right;"><a href="/advisory/data-analytics-transformation/articles" class="btn btn-primary">View All Data and Analytics Insights <em class="fas fa-angle-right fa-sm ml-1"></em></a></p> </div> <div > </div> </div> </div> <div id="MainPlaceholder_TE527F9F2076_Col00" class="sf_colsIn position-relative bg-lightgray pt-10 mt-n10 space-bottom-4 client-stories-container" data-sf-element="Container" data-placeholder-label="Client stories"><div id="MainPlaceholder_TE527F9F2037_Col00" class="sf_colsIn container position-relative z-index-2" data-sf-element="Container" data-placeholder-label="Container"><div id="MainPlaceholder_TE527F9F2038_Col00" class="sf_colsIn ext-white rounded-lg overflow-hidden space-top-2 space-top-lg-1 pl-5 pl-md-0" data-sf-element="Container" data-placeholder-label="Container"><div class="row justify-content-lg-between align-items-lg-center no-gutters" data-sf-element="Row"> <div id="MainPlaceholder_TE527F9F2040_Col00" class="sf_colsIn col-lg-12" data-sf-element="Column 1" data-placeholder-label="Client stories"> <div class="mb-5" > <h2>Client Stories</h2> </div> <div class="d-flex client-story-cards"> <article class="card client-story-card transition-3d-hover"> <a href="https://isg-one.com/client-stories/detail/isg-helps-public-sector-client-in-auditing-develop-a-data-analytics-strategy"> <div class="card-img-top research-card-img"> <figure class="position-absolute right-0 bottom-0 left-0 mb-n1 z-index-4"> <svg xmlns="http://www.w3.org/2000/svg" width="100%" viewBox="0 0 429 137" fill="none"> <path d="M429 137L429 0L214.5 125.064L0 -1.87522e-05L-5.98846e-06 137L429 137Z" /> </svg> </figure> <div class="img-blue-light"> <div class="blue-overlay"></div> <div class="background-img-grayscale" style="background-image: url('/images/default-source/default-album/isg-helps-public-sector-client-in-auditing-develop-a-data-analytics-strategy.tmb-th283-283.jpg?Culture=en&sfvrsn=4511aa31_1')"></div> </div> </div> <div class="card-body"> <h3 class="h6">ISG Helps Public Sector Client in Auditing Develop a Data Analytics Strategy</h3> <p>ISG conducted a Maturity Assessment to refine data analytics capabilities and establish an effective operating model for efficiency and strategic growth.</p> <span class="link font-size-1 ">Learn more</span> </div> </a> </article> <article class="card client-story-card transition-3d-hover"> <a href="https://isg-one.com/client-stories/detail/shaping-analytics-in-finance"> <div class="card-img-top research-card-img"> <figure class="position-absolute right-0 bottom-0 left-0 mb-n1 z-index-4"> <svg xmlns="http://www.w3.org/2000/svg" width="100%" viewBox="0 0 429 137" fill="none"> <path d="M429 137L429 0L214.5 125.064L0 -1.87522e-05L-5.98846e-06 137L429 137Z" /> </svg> </figure> <div class="img-blue-light"> <div class="blue-overlay"></div> <div class="background-img-grayscale" style="background-image: url('/images/default-source/default-album/shaping-analytics-in-finance.tmb-th283-283.jpg?Culture=en&sfvrsn=e510aa31_1')"></div> </div> </div> <div class="card-body"> <h3 class="h6">Shaping Analytics in Finance</h3> <p>ISG assessed the finance analytics organization of a US-based major commodity producer to help them shape the future.</p> <span class="link font-size-1 ">Learn more</span> </div> </a> </article> <article class="card client-story-card transition-3d-hover"> <a href="https://isg-one.com/client-stories/detail/isg-guides-top-hospitality-and-entertainment-company-to-enhance-data-and-ai-strategy"> <div class="card-img-top research-card-img"> <figure class="position-absolute right-0 bottom-0 left-0 mb-n1 z-index-4"> <svg xmlns="http://www.w3.org/2000/svg" width="100%" viewBox="0 0 429 137" fill="none"> <path d="M429 137L429 0L214.5 125.064L0 -1.87522e-05L-5.98846e-06 137L429 137Z" /> </svg> </figure> <div class="img-blue-light"> <div class="blue-overlay"></div> <div class="background-img-grayscale" style="background-image: url('/images/default-source/default-album/isg-guides-top-hospitality-and-entertainment-company-to-enhance-data-and-ai-strategy.tmb-th283-283.jpg?Culture=en&sfvrsn=8310aa31_1')"></div> </div> </div> <div class="card-body"> <h3 class="h6">ISG Guides Top Hospitality and Entertainment Company to Enhance Data and AI Strategy</h3> <p>ISG served as a strategic advisor, fostering a collaborative bridge between the business and its technology data team, and steering a project aimed at unlocking significant value from data across key business domains.</p> <span class="link font-size-1 ">Learn more</span> </div> </a> </article> </div> </div> </div> </div> </div> </div> <div class="container space-bottom-2"> <div class="card d-block bg-lightblue p-9 bg-star-right mt-n9"> <div class="position-relative z-index-2"> <span class="d-block font-weight-black text-cap mb-2 text-darkblue">Featured Event</span> <h4 class="h4">SourceIT (Paris)</h4> <h3>Reimagine Sourcing. Stay ahead of the next renewal, sourcing trend and business need.</h3> <p class="date"><time></time></p> <a class="btn btn-primary btn-lg" href="https://sourceit.isg-one.com/paris24" target='_blank'> Register now </a> </div> </div> </div> <div id="MainPlaceholder_TE527F9F2007_Col00" class="sf_colsIn space-bottom-2 position-relative research-container" data-sf-element="Container" data-placeholder-label="Container"><div id="MainPlaceholder_TE527F9F2008_Col00" class="sf_colsIn container space-2 featured-research" data-sf-element="Container" data-placeholder-label="Container"><div class="row" data-sf-element="Row"> <div id="MainPlaceholder_TE527F9F2011_Col00" class="sf_colsIn col-lg-4 col-md-5" data-sf-element="Column 1" data-placeholder-label="Column 1"> <div > <h2>ISG Research</h2><p>ISG is a leader in proprietary research, advisory consulting and executive event services focused on market trends and disruptive technologies.</p><p>Get the insight and guidance you need to accelerate growth and create more value.</p><a class="btn btn-primary mb-5" href="/research/provider-research">Learn More</a> </div> </div> <div id="MainPlaceholder_TE527F9F2011_Col01" class="sf_colsIn col-lg-8 col-md-7" data-sf-element="Column 2" data-placeholder-label="Carousel"> <div class="js-slick-carousel slick slick-equal-height slick-gutters-3 slick-center-mode-right slick-center-mode-right-offset" data-hs-slick-carousel-options='{"prevArrow" : "<span class=\" fa fa-arrow-left slick-arrow slick-arrow-primary-white slick-arrow-left rounded-circle ml-sm-n2\"></span>","nextArrow": "<span class=\"fa fa-arrow-right slick-arrow slick-arrow-primary-white slick-arrow-right rounded-circle mr-sm-2 mr-xl-4\"></span>","slidesToShow": 2.5,"infinite": false,"responsive": [{"breakpoint": 1400,"settings": {"slidesToShow": 2}},{"breakpoint": 1080,"settings": {"slidesToShow": 1.5}},{"breakpoint": 992,"settings": {"slidesToShow": 1}}]}'> <article class="js-slide pt-2"> <a class="card bg-lightgray w-100 min-h-270rem transition-3d-hover" href="https://mattaslett.ventanaresearch.com/harness-events-to-process-data-at-the-speed-of-business" target="_blank"> <div class="card-body"> <span class="d-block small text-blue font-weight-bold text-cap mb-2">Research</span> <h3 class="h6">Harness Events to Process Data at the Speed of Business</h3> <div class="research-description"> <p>There is a lesson to be learned for enterprises as they strive to make use of analytics and data to out-compete their rivals. Just as all 100-meter runners are fast, all enterprises strive to be data-driven. Making decisions based on data is not enough to be successful, however. The winners are those that can process and act upon data at the speed of business. This is easier said than done, given the overwhelming historical reliance on batch data processing. As I have previously stated, the execution of business events has always occurred in real time. Batch data processing is an artificial construct driven by the limitations of traditional data processing capabilities that require enterprises to process data minutes, hours or even days after an event. Processing and acting on data at the speed of business necessitates a change of approach by enterprises to make real-time data processing a central component of their analytics and data strategy, rather than an exception.</p> </div> <div class="card-footer bg-transparent"> <span class="link font-size-1">Read more</span> </div> </div> </a> </article> <article class="js-slide pt-2"> <a class="card bg-lightgray w-100 min-h-270rem transition-3d-hover" href="https://mattaslett.ventanaresearch.com/data-operations-improves-trust-in-data-for-analytics-and-ai" target="_blank"> <div class="card-body"> <span class="d-block small text-blue font-weight-bold text-cap mb-2">Research</span> <h3 class="h6">Data Operations Improves Trust in Data for Analytics and AI</h3> <div class="research-description"> <p>Enterprises are embracing the potential for artificial intelligence (AI) to deliver improvements in productivity and efficiency. As they move from initial pilots and trial projects to deployment into production at scale, many are realizing the importance of agile and responsive data processes, as well as tools and platforms that facilitate data management, with the goal of improving trust in the data used to fuel analytics and AI. This has led to increased attention on the role of data operations (DataOps) and its role in the application of agile development, development operations (DevOps) and lean manufacturing by data engineering professionals in support of data production. I assert that through 2026, more than one-half of enterprises will have adopted agile and collaborative DataOps practices to facilitate responsiveness, avoid repetitive tasks and deliver measurable data reliability improvements.</p> </div> <div class="card-footer bg-transparent"> <span class="link font-size-1">Read more</span> </div> </div> </a> </article> <article class="js-slide pt-2"> <a class="card bg-lightgray w-100 min-h-270rem transition-3d-hover" href="https://isg-one.com/third-party-management/isg-governx-market-insights" target="_blank"> <div class="card-body"> <span class="d-block small text-blue font-weight-bold text-cap mb-2">Research</span> <h3 class="h6">Get the Inside Story on Your Suppliers</h3> <div class="research-description"> <p>Use data to assess your supplier delivery against regulations and monitor customer-specific requirements. Complexity and regulatory scrutiny of third-party relationships are on the rise. Get a comprehensive and data-driven way to control risk throughout the life of the relationship.</p> </div> <div class="card-footer bg-transparent"> <span class="link font-size-1">Read more</span> </div> </div> </a> </article> <article class="js-slide pt-2"> <a class="card bg-lightgray w-100 min-h-270rem transition-3d-hover" href="https://mattaslett.ventanaresearch.com/data-pipelines-integrate-data-processing-and-enable-ai" target="_blank"> <div class="card-body"> <span class="d-block small text-blue font-weight-bold text-cap mb-2">Research</span> <h3 class="h6">Data Pipelines Integrate Data Processing and Enable AI</h3> <div class="research-description"> <p>The development, testing and deployment of data pipelines is a fundamental accelerator of data-driven strategies, enabling enterprises to extract data from the operational applications and data platforms designed to run the business and load, integrate and transform it into the analytic data platforms and tools used to analyze the business. As I explained in our recent Data Pipelines Buyers Guide, data pipelines are essential to generating intelligence from data. Healthy data pipelines are necessary to ensure data is integrated and processed in the sequence required to generate business intelligence (BI) and support the development and deployment of applications driven by artificial intelligence (AI).</p> </div> <div class="card-footer bg-transparent"> <span class="link font-size-1">Read more</span> </div> </div> </a> </article> <article class="js-slide pt-2"> <a class="card bg-lightgray w-100 min-h-270rem transition-3d-hover" href="https://davidmenninger.ventanaresearch.com/generative-ai-makes-natural-language-analytics-a-reality" target="_blank"> <div class="card-body"> <span class="d-block small text-blue font-weight-bold text-cap mb-2">Research</span> <h3 class="h6">Generative AI Makes Natural Language Analytics a Reality</h3> <div class="research-description"> <p> Nearly every analytics provider has GenAI capabilities that incorporate NLP either in preview or generally available. Enterprises are adopting GenAI as well. In fact, 85% of enterprises believe that investment in GenAI technology in the next 24 months is important or critical (from the ISG 2023 Future Workplace Study). And the recently completed ISG Buyer Behavior research on AI shows enterprises are experiencing positive outcomes from their AI investments.</p> </div> <div class="card-footer bg-transparent"> <span class="link font-size-1">Read more</span> </div> </div> </a> </article> </div> </div> </div> <div class="row space-top-2" data-sf-element="Row"> <div id="MainPlaceholder_C018_Col00" class="sf_colsIn col-lg-6" data-sf-element="Column 1" data-placeholder-label="Column 1"><div class="img-blue-light"> <div class="blue-overlay"></div> <div class="background-img-grayscale" style="background-image:url('/images/default-source/default-album/jobsb763b695f6446a14bdc7ff0000f6f5b0.jpg?sfvrsn=be27dc31_0')"></div> </div> </div> <div id="MainPlaceholder_C018_Col01" class="sf_colsIn col-lg-6" data-sf-element="Column 2" data-placeholder-label="Column 2"> <div > <h2>Join our team</h2><h6 class="text-black">ISG employs the brightest, most innovative people in the industry to provide world-class solutions to our clients. We foster an atmosphere of diversity, accountability, life balance and earned advancement. If you're ready to make a genuinely positive impact for yourself, your company and its clients, you have found the place.</h6><p><a class="btn btn-primary btn-wide transition-3d-hover mt-5" href="/careers">See Job Openings</a></p> </div> </div> </div> </div> </div> <div id="MainPlaceholder_TE527F9F2009_Col00" class="sf_colsIn container" data-sf-element="Container" data-placeholder-label="Container"> <div class="container team-cards space-2"> <div class="row d-flex mx-n2 mb-5 pl-lg-10 pr-lg-10"> <div class="col-md-6 col-xl-4"> <h2>Meet our team</h2> </div>  <div class="col-md-6 col-xl-4 mb-3 h-100 transition-3d-hover"> <a href="javascript:;" data-toggle="modal" data-target="#TeamLead"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/kathy-rudy-sq.jpg?sfvrsn=44fafa31_2);"></div> <h4 class="mt-2 mb-0 text-black"> Kathy Rudy</h4> <p class="text-black"> ISG Chief Data and Analytics Officer</p> </a> </div>  <div class="modal fade" id="TeamLead" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/kathy-rudy-sq.jpg?sfvrsn=44fafa31_2);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Kathy Rudy</h2> </div> <p class="mb-0"><p>Kathy Rudy is Chief Data and Analytics Officer of ISG and a member of the ISG Executive Board. She was named to this post in January 2020. Kathy is responsible for the development of ISG data solutions and platforms to deliver new and even more valuable insights to our clients, as part of the overall ISG Platform strategy. She is working across the firm to enhance our data products, develop data-driven consulting assets, and increase our go-to-market effectiveness. Throughout her 20 years with the firm, Kathy has supported hundreds of client organizations as they leverage data to drive greater efficiency and effectiveness in their IT operations, build measurement programs and support critical sourcing decisions. She was responsible for the development of ISG Inform™, the firm’s next-generation data-as-a-service platform solution, launched in 2019. Before joining ISG in 2000, Kathy, a graduate of Michigan State University, was part of the Unisys team that managed the transition from internally delivered IT services to an outsourced environment for the City of Chicago.</p></p> <a class="btn btn-primary" href="/who-we-are/people/kathy-rudy">View articles by Kathy Rudy</a> </div> </div> </div> </div>  </div> </div> </div> </div>  <div class="col-md-6 col-lg-4 mb-3 h-100 transition-3d-hover person-card"> <a href="javascript:;" data-toggle="modal" data-target="#modal-0"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/aslam-humza-pic-sq.jpg?sfvrsn=7958d731_0);"></div> <h4 class="mt-2 mb-0 text-black"> Humza Aslam</h4> <p class="text-black"> Business Development Executive</p> </a> </div>  <div class="modal fade" id="modal-0" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/aslam-humza-pic-sq.jpg?sfvrsn=7958d731_0);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Humza Aslam</h2> </div> <p class="mb-0">Humza Aslam is a Business Development Executive at ISG.</p> </div> </div> </div> </div>  </div> </div> </div> </div>  <div class="col-md-6 col-lg-4 mb-3 h-100 transition-3d-hover person-card"> <a href="javascript:;" data-toggle="modal" data-target="#modal-1"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/jawahar-diwahar-pic-sq.jpg?sfvrsn=a184d131_0);"></div> <h4 class="mt-2 mb-0 text-black"> Diwahar Jawahar</h4> <p class="text-black"> Principal Consultant</p> </a> </div>  <div class="modal fade" id="modal-1" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/jawahar-diwahar-pic-sq.jpg?sfvrsn=a184d131_0);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Diwahar Jawahar</h2> </div> <p class="mb-0">Diwahar is a Principal Consultant at ISG’s Cognitive & Analytics advisory practice in EMEA. He helps clients leverage data, analytics, and AI to become data-driven enterprises. His advisory experience includes data-to-value realization, shaping data analytics & AI adoption strategies, building enterprise analytics capabilities, and sourcing implementation partners or technology vendors.<br /></p> <a class="btn btn-primary" href="/who-we-are/people/diwahar-jawahar">View articles by Diwahar Jawahar</a> </div> </div> </div> </div>  </div> </div> </div> </div>  <div class="col-md-6 col-lg-4 mb-3 h-100 transition-3d-hover person-card"> <a href="javascript:;" data-toggle="modal" data-target="#modal-2"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/kupriyanova-olga-pic-sq.jpg?sfvrsn=7b26d031_0);"></div> <h4 class="mt-2 mb-0 text-black"> Olga Kupriyanova</h4> <p class="text-black"> Principal Consultant, AI & Data Engineering</p> </a> </div>  <div class="modal fade" id="modal-2" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/kupriyanova-olga-pic-sq.jpg?sfvrsn=7b26d031_0);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Olga Kupriyanova</h2> </div> <p class="mb-0">In ISG, Olga supports our advisory capability in developing digital solutions with special focus on data and analytics. Olga’s extensive knowledge of analytics and data engineering framework combined with hands on experience in complex transformational projects results in unique insights invaluable for effectively assessing the data analytics solutions for ISG’s clients.</p> <a class="btn btn-primary" href="/who-we-are/people/olga-kupriyanova">View articles by Olga Kupriyanova</a> </div> </div> </div> </div>  </div> </div> </div> </div>  <div class="col-md-6 col-lg-4 mb-3 h-100 transition-3d-hover person-card"> <a href="javascript:;" data-toggle="modal" data-target="#modal-3"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/natarajan-shriram-pic-sq.jpg?sfvrsn=46e1d931_2);"></div> <h4 class="mt-2 mb-0 text-black"> Shriram Natarajan</h4> <p class="text-black"> Director</p> </a> </div>  <div class="modal fade" id="modal-3" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/natarajan-shriram-pic-sq.jpg?sfvrsn=46e1d931_2);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Shriram Natarajan</h2> </div> <p class="mb-0">As ISG’s Business Transformation team, Shriram brings 25+ years of experience in operational roles, entrepreneurial startups that were instrumental in specifying, architecting, building, and rolling out multi-billion-dollar initiatives in various industry verticals. He offers ISG clients his comprehensive digital imagination and adoption experience for their mission critical initiatives and their innovation ventures. </p> <a class="btn btn-primary" href="/who-we-are/people/shriram-natarajan">View articles by Shriram Natarajan</a> </div> </div> </div> </div>  </div> </div> </div> </div>  <div class="col-md-6 col-lg-4 mb-3 h-100 transition-3d-hover person-card"> <a href="javascript:;" data-toggle="modal" data-target="#modal-4"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/sampath-gowtham-pic-sq.jpg?sfvrsn=98f2c431_0);"></div> <h4 class="mt-2 mb-0 text-black"> Gowtham Sampath</h4> <p class="text-black"> Assistant Director and Principal Analyst</p> </a> </div>  <div class="modal fade" id="modal-4" tabindex="-1" aria-labelledby="teamModal" aria-hidden="true" role="dialog"> <div class="modal-dialog modal-dialog-centered" role="document"> <div class="modal-content">  <div class="modal-header"> <div class="modal-close"> <button type="button" class="btn btn-icon btn-xs btn-ghost-secondary" data-dismiss="modal" aria-label="Close"> <svg width="14" height="14" viewBox="0 0 18 18" xmlns="http://www.w3.org/2000/svg"> <path fill="currentColor" d="M11.5,9.5l5-5c0.2-0.2,0.2-0.6-0.1-0.9l-1-1c-0.3-0.3-0.7-0.3-0.9-0.1l-5,5l-5-5C4.3,2.3,3.9,2.4,3.6,2.6l-1,1 C2.4,3.9,2.3,4.3,2.5,4.5l5,5l-5,5c-0.2,0.2-0.2,0.6,0.1,0.9l1,1c0.3,0.3,0.7,0.3,0.9,0.1l5-5l5,5c0.2,0.2,0.6,0.2,0.9-0.1l1-1 c0.3-0.3,0.3-0.7,0.1-0.9L11.5,9.5z"></path> </svg> </button> </div> </div>   <div class="modal-body">  <div class="container space-2"> <div class="border-bottom space-bottom-2 mx-md-auto"> <div class="media d-block d-sm-flex"> <div class="position-relative mx-auto mb-3 mb-sm-0 mr-sm-4" style="width:200px;"> <div class="team-image" style="background-image:url(https://isg-one.com/images/default-source/default-album/sampath-gowtham-pic-sq.jpg?sfvrsn=98f2c431_0);"></div>    </div> <div class="media-body"> <div class="d-flex justify-content-between align-items-center mb-2"> <h2>Gowtham Sampath</h2> </div> <p class="mb-0">Gowtham Sampath is a Manager with ISG Research focusing on emerging technologies and their impact on businesses. He is also responsible for authoring Provider Lens quadrant reports for Banking Industry Services and Analytics Solutions & Services market. Gowtham’s responsibility includes authoring ongoing research articles and blogs on the data analytics market covering a broad spectrum of verticals and across functional domains. In his role, he also works with advisors in addressing enterprise clients' requests for ad-hoc research requirements within the IT services sector, across industries. </p> <a class="btn btn-primary" href="/who-we-are/people/gowtham-sampath">View articles by Gowtham Sampath</a> </div> </div> </div> </div>  </div> </div> </div> </div> </div> </div> </div> </main> <div id="CTAFormPlaceholder_TFF7FD39E032_Col00" class="sf_colsIn bg-blue z-index-2 position-relative overflow-hidden" data-sf-element="Container" data-placeholder-label="Container"><div id="CTAFormPlaceholder_TFF7FD39E033_Col00" class="sf_colsIn container space-1" data-sf-element="Container" data-placeholder-label="Container"><div class="row" data-sf-element="Row"> <div id="CTAFormPlaceholder_TFF7FD39E034_Col00" class="sf_colsIn col-lg-4" data-sf-element="Column 1" data-placeholder-label="Column 1"> <div class="pr-md-9 mt-3" > <h2 class="h6">Do you have a question, comment or suggestion?</h2> </div> </div> <div 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