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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.