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Layer 11 of 20

Content & Knowledge Governance

Content lifecycle controls: moderation, classification, retention, provenance, and knowledge management policies.

Responsibilities

  • Define content lifecycle: moderation, classification, retention, and provenance.
  • Apply policies consistently across user-generated and system-generated content.
  • Enable knowledge management with traceability and auditability.

Key interfaces

  • Moderation pipelines (human+automation) and appeals.
  • Content classification tags and enforcement rules.
  • Retention/deletion APIs and legal hold procedures.

Operational signals

These are the measurements that tell you whether this layer is healthy in production.

  • Moderation latency and appeal resolution time.
  • False positive/negative rates for policy automation.
  • Retention policy compliance and deletion success rate.

Failure modes

  • Policy drift between surfaces (web/app/API).
  • Overblocking or underblocking at scale.
  • Irreversible deletions without recoverability guarantees.

Production readiness checklist

  • Publish policy rules in code and keep them versioned.
  • Log moderation decisions with provenance and reviewer attribution.
  • Implement safe deletion (soft-delete + retention windows) where required.
Content & Knowledge Governance — HOWFAR Architecture — HOWFAR