Notes from the work.
Writing for people deciding how AI actually enters their organization. Field observations and working frameworks, not vendor content.
The Constraint Moved: Why Enterprise AI Is Now a Judgement Problem
The models are capable enough. What separates production from pilots is workflow selection, integration, and knowing where humans stay.
Read the note →How to Rank Your Workflows Before Anyone Shows You a Demo
A working method for scoring candidate workflows on definability, volume, and verifiability, before a vendor frames the question for you.
Read the noteHuman-in-the-Loop Is an Architecture, Not a Disclaimer
Escalation paths, checkpoint design, and what we learned running agents in production where the exceptions actually matter.
Read the noteOccasional notes on AI-run operations. No frequency promises. Ask to be included.