I build AI that provides real ROI. Then I coach your team to do the same.
Two decades coaching teams to work better. Now I build AI that earns its keep, and coach you and your team to build it too.

Build it. Coach it. Improve it.
Build
AI tools and artifacts that solve a real problem and prove their ROI fast.
Coach
I coach you and your team to build, ship, and run AI. Hands-on, not theory.
Improve
Twenty years of agile and continuous improvement, now pointed at AI adoption.
the throughline → build → measure → learn → repeat
Proof, not promises.

The Expert Who Walked Out the Door
Fifty hours of a departing expert's recordings became a queryable AI SME. The real story is who adopted it.

Did the AI Actually Work?
Everyone expects 10x. We measured what actually moved, found where work really piles up, and aimed the fixes there.

ShipIt
A Monte Carlo delivery forecaster, built across 174 sessions in the builder's chair.
Hard things, made simple.

The New SDLC With Vibe Coding
From ad-hoc prompting to agentic engineering, with the source figures, made simple.

Evals in plain English
A no-jargon walkthrough of testing AI before you ship it.

AI Evals, for leaders
The same complex topic, turned into a five-minute executive read.
Let's build AI that proves its ROI.
Available for AI builder & coach roles and projects.
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