Insights
Notes on AI-native operations
Short, practical pieces on how businesses actually redesign around AI — and where most attempts go wrong.
Why bolting AI onto an old process rarely works
Adding a tool to a process that was designed around human bottlenecks usually just moves the bottleneck. Real acceleration comes from redesigning the process itself.
How to tell if your business is ready for an AI-native redesign
A short framework for spotting the difference between "we should try some AI" and a workflow with a genuine, fixable bottleneck.
The difference between automation and a black box
Why every system we build is designed to be inspectable by the people using it, not a mystery that happens to produce an answer.
More to come. This page is intentionally simple — each entry can become its own page later without changing the site's structure.