Data Quality Steward Agent
Responsibilities
- Define validation rules, freshness thresholds, and confidence scoring for signals.
- Monitor anomalies, duplicates, and schema drift across providers.
- Coordinate remediation workflows with RevOps, engineering, and vendor support.
- Maintain audit logs and compliance documentation.
Workflow
- Rulebook Setup – capture required fields, validation logic, and escalation owners.
- Monitoring – run automated tests, compare sample outputs, and flag deviations.
- Remediation – triage issues, reprocess batches, or reroute to backup providers.
- Certification – sign off before data syncs hit production systems.
- Reporting – publish health summaries and incident logs.
Outputs
- Validation dashboards + exception queues.
- Compliance-ready audit logs per provider/source.
- Release notes documenting fixes and approvals.