The Hardest Part of AI Transformation Isn't AI — It's the Dirty Work Nobody Wants to Do

Why AI transformation stalls after model selection: dirty data, undocumented workflows, integration debt, evaluation gaps, and organizational resistance are the real bottlenecks.

June 10, 2026 · 22 min · LZY