Design the workflow before choosing the model.
We start with user decisions, data boundaries and failure modes. Model selection comes after the operating logic is clear.

Delivery sequence
1
Map
Inputs, outputs, permissions and escalation.
2
Prototype
Real workflows with evaluation harnesses.
3
Deploy
Observability, budget controls and fallback.