Writing

Notes on shipping production AI.

Short essays on the engagement shapes that actually ship, the math your CFO will respect, and what mid-market firms get wrong about AI.

· ~5 min

Why mid-market AI is a different game from enterprise AI

The Anthropic-Blackstone JV is built for the top of the mid-market. The rest of the mid-market needs something else.

· ~6 min

What a 6-week production AI pilot actually looks like

Most AI pilots don't ship. This is the engagement shape that does.

· ~6 min

Headcount math: how to estimate AI ROI without lying to your CFO

A two-page methodology for evaluating an AI tool's actual payback period. Works for any workflow that consumes human time.