Managing AI spend without the shock invoice
Token spend can quietly eat your AI productivity gains. A practical playbook for keeping the bill in check: model selection, observability, batch, and habits.
Read →Insights
Notes from the room where it's being written.
Short, opinionated pieces on operating AI-native — drawn from watching the next generation of companies get built from zero.
The leapfrog test
A simple exercise to find where an AI-native competitor would collapse your advantage — before one actually does. It takes an afternoon and it's usually uncomfortable.
Read →Ship one use case before you write the strategy
AI strategy decks age badly because they're written before anyone has shipped. One use case in production teaches you more than a quarter of planning.
Read →Built around it, not bolted on
Most companies treat AI as a feature to add. The ones pulling ahead treat it as the operating model. The difference shows up in the org chart, not the roadmap.
Read →