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Site title: Enterprise Architecture Blog – By Abhishek Srivastava – Director Enterprise Architecture | Cloud, Data, AI / ML Expert | IIT, Mccombs School of Business

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Key takeaways

MIT’s NANDA research found that 95% of enterprise generative AI pilots fail to deliver measurable ROI, despite tens of billions of dollars in enterprise investment — a number that’s held up across multiple independent 2026 studies from IDC, RAND, and S&P Global. The gap isn’t about model quality. It’s architectural and organizationa...

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Key takeaways

AI governance stopped being optional in 2026. The EU AI Act is in full enforcement, NIST’s AI Risk Management Framework has become the de facto US enterprise standard, and Gartner estimates organizations without a formal program face materially higher rates of AI-related incidents. Three frameworks anchor most enterprise programs: NIST ...

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