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AI in Action: The Pragmatic Path to Success
In the AYDIJ article, “2025 Healthcare Analytics Ecosystem: Thriving in Chaos,” one of the 2025 predictions made was that GenAI delivers tangible value. The prediction was that the proof-of-concepts and pilots in 2024 would shift to practice in 2025—demonstrating tangible and sustained value in clinical care, business operations, patients and
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Leveraging Retrospective ROI to Reposition Data Strategy
Where’s the Common Data Thread? Imagine you’re part of a data science team inside a global industrial manufacturer. You’re building analytics products to help drive everything from product development to customer uptime. Your team sits within engineering—but your work touches commercial teams, product managers, business development, even customer-facing software groups.
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2025 Analytics Symposium - Pittsburgh
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ALC Summit Highlights - July 2025
At this year’s Analytics Leadership Consortium (ALC) Summit in Portland, Oregon, senior analytics leaders came together for in-depth discussion and connection. Against the backdrop of panoramic views, hands-on activities, and one-of-a-kind venues like the Oregon Museum of Science and Industry and Portland City Grill, the gathering reminded us of something
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2025 Analytics Symposium - Pittsburgh
Our annual IIA Symposium will be taking place in Pittsburgh Oct. 29-30. Registration is now open. Topics and agenda are soon to come!
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Returned Business Value Framework: Assessing Strategic Alignment in Analytics and AI
In our recent blogs on analytics ROI, we’ve made the case for a new language, a language that reflects how value is realized in complex, enterprise settings. We’ve looked at the political capital required to prioritize the right work, the portfolio thinking needed to fund AI experimentation, and the dangers
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Returned Business Value Framework: Calculating Commercial Value in Analytics and AI
In my last piece we took a closer look at the purpose IIA’s Returned Business Value (RBV) framework—a corrective for applying traditional ROI models to analytics and AI—and one of its key pillars: assessing strategic alignment. Now, let’s dive into the intricacies of calculating commercial value. Commercial value is a
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Shifting the Analytics and AI ROI Narrative: Breakthrough Conversation with IIA Expert Travis Grunewald
In this blog series, Jason Larson, head of content at IIA, interviews IIA Experts who help clients navigate top data and analytics challenges within their enterprises. With over 150 active practitioners and unbiased industry experts, IIA’s expert community provides tailored support, plan validation, and ongoing guidance to drive key analytics
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Returned Business Value Framework: Rethinking Risk in Analytics and AI
Over the past several weeks, we’ve unpacked IIA’s Returned Business Value (RBV) framework. We developed this framework in response to a perennial theme in our advisory work with clients: the difficulty in measuring and communicating the value of analytics and AI initiatives when they don’t map to traditional finance models.
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Making MDM Matter: Breakthrough Conversation with IIA Expert Brigitte Tebow
In this blog series, Jason Larson, head of content at IIA, interviews IIA Experts who help clients navigate top data and analytics challenges within their enterprises. With over 150 active practitioners and unbiased industry experts, IIA’s expert community provides tailored support, plan validation, and ongoing guidance to drive key analytics