Data Contracts & Quality

Stabilize schemas and outcomes with contracts, tests, and data SLOs.

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What we cover

  • Producers/consumers contracts and versioning policies
  • Data tests (freshness, nulls, ranges, referential integrity)
  • Anomaly detection & drift monitoring
  • Incident triage, RCA, and prevention playbooks
  • SLO definition, tracking, and stakeholder reporting

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