
Why 65% of AI Transformation Projects Fail (And How the AMIGA Framework Fixes It)
65% of enterprise AI transformations fail. Not because of bad technology. Not because of budget issues. Not because the team wasn't smart enough. They fail because organizations deploy AI tools without transforming how they work. After 30 years leading enterprise transformations at Fortune 500 companies across the US, I kept seeing the same pattern — and I built a framework to fix it. The Problem With Traditional Project Management Traditional project management was designed for predictable work. Fixed scope. Fixed timeline. Fixed budget. AI transformations are none of those things. AI projects are: Iterative, not linear Outcome-driven, not output-driven Organizational, not just technical Continuous, not one-time deliveries When you apply traditional PM frameworks to AI transformation projects, you get: ❌ Teams that build AI tools nobody uses ❌ Executive sponsors who lose confidence ❌ Projects that run over budget and under-deliver ❌ Organizations that revert to old ways of working The
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