Working notes
Writing
Plain answers to the questions business owners ask before putting AI to work. Everything here comes from work we've done, not theory.
Latest
Most AI pilots don't fail loudly, they quietly stop being used. The real reasons, backed by real numbers, and what actually changes it.
Earlier
You cannot make an AI agent deterministic. You can make the acceptance deterministic. What an ontology looks like in production: a lookup table and a list of refusals.
Earlier
Most companies buy AI as a chat window. The ones that get leverage install it as an operating system. Here's what that looks like in production.
Start here
Rather talk it through than read about it?
Thirty minutes on your real systems and your real data, and an honest answer about whether there's a first workflow worth automating.