Start with a problem
A useful AI product begins with a problem people already have. Describe who experiences it and how they handle it today.
Build a narrow first version
Choose one task, make the result easy to inspect and measure whether it helps. A focused workflow gives a team better feedback than a long feature list.
Earn trust
Explain where the system gets information and what it can change. Give users useful controls, clear error messages and ways to recover their work.
Key takeaways
Build around a real need, test with the people who have it and improve the product from observed use.