手册

Retrieval hardening

Improve source quality, freshness, and citation confidence before broad rollout.

Target outcomes

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

手册

Source freshness tracked as an SLO by source class.

手册

Citation confidence exposed in review and ops dashboards.

手册

Drift monitoring alerts operationalized before scale-up.

Execution stages

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

01

Inventory sources

Build a source catalog with ownership, update cadence, permissions, and data criticality.

Deliverables

  • Source inventory
  • Permission map
  • Criticality scoring
02

Define freshness SLOs

Set freshness targets per source class and business use case.

Deliverables

  • Freshness SLO table
  • Ingestion failure thresholds
  • Alert routing
03

Stress-test citations

Probe citation coverage on edge prompts and low-context requests.

Deliverables

  • Adversarial prompt set
  • Citation quality rubric
  • Reviewer calibration notes
04

Monitor drift

Track retrieval drift and source regressions with escalation automation.

Deliverables

  • Drift dashboard
  • Incident runbook
  • Weekly retrieval review ritual