Shipping AI that actually helps

Most AI demos impress and then gather dust. How we pick problems where AI earns its keep.
The short version
- Start from a real problem, not a model looking for a use
- Prove value on a narrow slice before scaling
- Keep a human in the loop and measure the outcome
Wondering where AI would actually earn its keep in your product? Let's find the one use case worth shipping first.