Skan Whitepapers: Research on Process Intelligence & AI

Why Agentic AI Projects Stall – And How Enterprise Leaders Succeed

Written by Skan AI Contributors | Mar 11, 2026 10:24:00 PM

Your organization has launched the initiatives, assigned the task forces, and set the roadmap. But your agentic AI is still stuck in pilot mode.

You're not alone. Across healthcare, insurance, and technology, 80% of enterprise AI projects never scale past proof of concept. The technology isn't the bottleneck. The foundation is. Organizations achieving $10M–$30M+ in annual savings share one defining characteristic: they started with how work actually happens—not how documentation says it should.

This whitepaper cuts through the noise. It shows where agentic AI is generating real enterprise results, why most initiatives stall before they scale, and what separates the 20% who move from motion to momentum. Every data point comes from real deployments—not vendor projections.