ai Readiness frameworks

"We don't promise results. We promise effort."— Every consultant ever.

And it's why 95% of AI pilots produce zero P&L impact (MIT NANDA,2025).

After 20+ years inside finance and tech for mid-market SMBs, here's what actually separates the 5% that work from the 95% that don't