Research &
Writing

Enterprise AI's problem statement is shifting — from building agentic frameworks to making them economically viable. This guide breaks down where every token goes and why token optimization is enterprise AI's next structural priority.

The question every AI team faces eventually. A plain comparison of cost, control, and complexity — with a simple framework to make the call for your situation. Real numbers, honest tradeoffs.

Seven layers, hundreds of companies, one map. From silicon to SaaS — who's building what and where the interesting bets are being made right now. If you've ever been asked "explain the AI space to me," this is the answer.