Insights

Notes on operations, AI, and where judgment belongs.

Occasional writing on running large-scale operations, vendor programs, and AI-enabled systems — grounded in what actually works, not theory.

AI Doesn't Eliminate Operations. It Changes Where Human Judgment Belongs.