Product case study · Portfolio Operating Intelligence

Where should the next dollar of AI investment go?

A one-page executive case study showing how I would compare AI opportunities, pressure-test implementation assumptions, and identify capabilities worth scaling across a portfolio.

Independent product demonstration using a fictional portfolio. Figures describe modeled scope and a validation approach, not measured client results.