Demo-first, reality later.
Impresses the room. Stalls before production.
-
Starting point
Starts with the model, then hunts for a use case.
-
First release
Slick proof-of-concept on synthetic, happy-path data.
-
Evaluation
Evaluation, observability and fallback are a "Phase 2" line item.
-
Compliance
Ignores PDPL, DIFC and your real auth boundaries.
-
Ownership
Hands over a prototype and bills for change requests forever.















