Go-to-market strategy is driven by the things that are hardest to measure.

Customer health, rep effectiveness, territory quality, and market readiness determine performance, yet they are rarely directly observable. I build measurement models that quantify these hidden factors, map how they interact, and identify the few levers that materially change results.

The output is a clear, defensible explanation of performance: what is actually driving it, where the real risks lie, and what actions will have measurable impact.

With more than thirty years of go-to-market experience, I combine operational judgment with analytical rigor to turn opaque GTM systems into something you can measure, test, and improve.