Step 7 of 7 in Sequence
Production Deployment & Monitoring
Estimated Duration: Ongoing / 1 Week Initial
Step 7 deploys the production AI application to cloud Kubernetes clusters, configures Prometheus observability, and establishes continuous LLM evaluation telemetry.
Operational Deep-Dive
What Happens During Step 7
We execute zero-downtime rolling deployments, wire Prometheus/Grafana telemetry for token latency, and deploy automated LLM-as-a-judge regression evaluation jobs.
Why Sequence Matters:
Deployment is the final culmination of all architectural, data, model, agent, security, and optimization phases.
Requirements & Artifacts
Client Inputs vs. Delivered Artifacts
What We Need From You (Inputs)
- Production Kubernetes / Cloud infrastructure access.
- PagerDuty / alerting integration webhooks.
What You Receive (Deliverables)
- Production-Deployed AI Application.
- Grafana Telemetry Dashboard Suite.
- Automated Regression Evaluation Pipeline.
- Post-Launch SLA Maintenance Plan.
Next Phase in Sequence