Step 1: Pick One High-Value Workflow
- Choose one user journey where AI clearly improves speed or quality.
- Define acceptance criteria before coding begins.
- Decide where human review is required.
Step 2: Build Safe API Orchestration
- Use backend API orchestration instead of client-side direct calls.
- Apply structured output schema and validation.
- Add retrieval layer for domain-grounded responses.
Step 3: Launch With Observability
- Log prompts, response quality metrics, and failure reasons.
- Track cost per workflow outcome and latency by route.
- Tune prompts and routing weekly after launch.