Guides

Model operations control plane

A playbook for operating model routing, runtime incidents, fallback drills, and release confidence as one managed service.

Target outcomes

Conditions that should be true before expanding this workflow in production.

Guides

Runtime incidents are triaged by failing layer, impact, fallback state, and owner.

Guides

Fallback policy is rehearsed against provider, quality, latency, cost, and safety failures.

Guides

Model and prompt releases are connected to operating telemetry and rollback evidence.

Execution stages

Each stage produces operational artifacts that client teams can review and run.

01

Define routing policy

Map workflow classes to primary models, fallback paths, cost budgets, latency targets, and review thresholds.

Deliverables

  • Routing policy
  • Fallback matrix
  • Approval thresholds
02

Instrument runtime health

Connect cost, latency, quality, fallback, provider health, and reviewer signals to one operating view.

Deliverables

  • Runtime health dashboard
  • Alert thresholds
  • Release cohort view
03

Triage incidents

Classify incidents by failing layer, customer impact, release version, fallback state, and owner.

Deliverables

  • Incident triage checklist
  • Owner routing map
  • Containment log
04

Drill fallback

Rehearse provider outage, latency spike, cost runaway, unsafe output, and model regression scenarios.

Deliverables

  • Fallback drill plan
  • Drill evidence pack
  • Remediation backlog