Articles

February 18, 2026

Why 93% of GenAI Pilots Stall, and How Program Managers Can Fix This

Why 93% of GenAI Pilots Stall, and How Program Managers Can Fix This The Uncomfortable Pattern Across industries, enterprises are running dozens or hundreds of generative AI (GenAI) pilots. Many look promising in isolation. Most never scale. Internal reviews repeatedly show the same outcome: roughly 9 out of 10 GenAI pilots fail to transition into sustained, enterprise-grade capabilities.  This is not a tooling problem. Model quality…

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AI Program Management vs. Traditional Program Management: Skills That Matter Now

AI Program Management vs. Traditional Program Management: Skills That Matter Now Framing the Shift Many organizations assume that strong traditional project managers can naturally step into artificial intelligence (AI) program leadership. The logic feels sound. Planning, execution discipline, stakeholder management, and risk tracking have worked for decades. Why would AI be different?  In practice, this assumption is one of the quiet…

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