The 95% Trap: No Impact on P&L

Many AI initiatives do not fail because the model is broken. They fail because the system never changes the economics of the business. The project stays “promising,” decks stay green, and yet the P&L does not move. This is the 95% trap: a portfolio of activity that consumes attention and budget while delivering no measurable financial return.

This topic is for CEOs, CFOs, and digital transformation directors who must audit AI work for real return — not narrative return.…