The Future of AI Startups

AI changes fast. Useful products still begin with a real problem.

start with the task

Pick work that is slow, costly, or hard to repeat. Make that work easier first.

keep people in control

Let software handle repetition. Keep judgment and final decisions with the person.

measure the result

A better model is not the goal. A faster or clearer outcome is.