Guias

Retrieval operations operating model

An operating model for keeping retrieval systems accurate, permission-safe, fresh, and useful after launch.

Target outcomes

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

Guias

Knowledge sources have named business and technical owners.

Guias

Retrieval drift is detected through probes, reviewer signals, and source health metrics.

Guias

Remediation work is routed to the correct layer instead of defaulting to prompt changes.

Execution stages

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

01

Assign source ownership

Create a source register with owner, authority level, freshness target, permission contact, and retirement rule.

Deliverables

  • Source ownership register
  • Freshness target map
  • Retirement policy
02

Score source quality

Evaluate source authority, conflict risk, freshness, ingestion reliability, and production readiness.

Deliverables

  • Source quality scorecard
  • Remediation backlog
  • Production eligibility list
03

Monitor retrieval drift

Run probes and reviewer-signal analysis to detect degraded source support or permission behavior.

Deliverables

  • Known-answer probes
  • Citation drift dashboard
  • Reviewer correction taxonomy
04

Route remediation

Classify drift by failing layer and assign remediation to source, ingestion, ranking, permission, prompt, or policy owners.

Deliverables

  • Drift response runbook
  • Owner routing matrix
  • Post-remediation validation plan