- Use case and success metrics definition
- System architecture and data integration plan
- RAG or task-specific agent design where appropriate
- Lightweight UI (web or Slack) with authentication
- Evaluation harness with a labeled test set
- Telemetry for latency, cost, and quality
- Deployment to your cloud or a managed host
- Security, logging, and basic admin tools
- Handoff documentation and training session