Shipping AI features people actually trust

AI features only become useful when users can verify the output quickly and understand where an answer came from.

The trust equation is different for AI

Probabilistic features need stronger product design around review, source visibility, confidence, and correction loops.

Start with a job, not a feature

The AI features that become habits save someone from a specific, repeated task and make verification fast.