What I learn building AI systems and running a company, written down so you do not have to learn it the expensive way.

What that taught me about scoping, and why I now refuse work
6 min read
AI pricing does not behave like software pricing, and I learned it the expensive way
7 min read
Seven signals that a vendor has not deployed at your scale
8 min read
Why AI pilots die, and the four characteristics of one that does not
6 min read
Most AI failures live in the gap between the machine and the human
5 min read
What governance actually has to say, on one page
7 min read
Why AI matters more to a ten-person nonprofit than to an enterprise
6 min read
The standard is set in three places nobody can see
5 min read
I had all of them. Some I still catch myself in.
8 min read
What nobody tells students about the part they control
5 min readMost of this writing comes out of one framework: how to choose an AI project worth doing and what to refuse. It is free, twenty pages, and includes a blank scorecard.