Useful thinking for
better software decisions.

Clear, commercially grounded guidance for leaders investing in software, automation and applied AI.

What does custom AI software actually cost?

What changes the price of an AI system, and how to fund the uncertainty without overcommitting.

What needs to be true before an AI agent should act inside a real business.

How to tell when custom software creates leverage—and when it only recreates something you could buy.

How to replace a spreadsheet workflow without disrupting the people who depend on it.