Sprint 21
Master Data Governance & Enrichment
Duplicate/stale posture from AMP21 scans, API Hub staging friction, integration review backlog, canonical conflict telemetry, and enrichment gaps — steward-approved merges and promotions only.
Preview governance score
100
MONITOR
Step 1
Aggregate MDM + integration posture
Master-data runs, staging batches, flagged rows, hub reviews, failed jobs.
Step 2
Create governance packet
Persist dimensional JSON, stewardship narrative, response plan, rollback notes.
Step 3
Data steward review
Queue or approve review — merges and staging stays workflow-owned.
MD runs
0
Open staging
0
Rows flagged
0
Hub reviews
0
Failed jobs
0
Score
100
Live governance preview
Sprint 21 Master Data Governance & Enrichment score is 100/100 with 0 duplicate cluster cue(s), 0 stale-record cue(s), 0 staging conflict cue(s), 0 integration review cue(s), 0 canonical conflict cue(s), and 0 enrichment queue cue(s). Staging overlays cite API Hub batches and row-level issue JSON — they do not promote rows, apply ingest, or publish staging to production masters automatically. Sprint 21 packets unify AMP21 master-data quality posture, API Hub staging friction, integration review backlog, canonical conflict telemetry, and enrichment gaps — data stewards approve merges, staging promotion, and enrichment publishes outside this sprint.
Duplicates & staleness
Duplicate cues 0; stale cues 0.
Staging & reviews
Staging conflict cues 0; hub review backlog 0.
Conflicts & enrichment
Canonical conflict cues 0; enrichment queue cues 0.
Guardrails
Duplicate cluster overlays summarize AMP21 master-data quality scans — they do not merge records, collapse clusters, or overwrite canonical keys automatically.
Staging overlays cite API Hub batches and row-level issue JSON — they do not promote rows, apply ingest, or publish staging to production masters automatically.
Integration review items remain advisory — they do not apply connectors, edit mappings, retry ingestion, or close assistant evidence automatically.
Governance recommendations remain advisory until stewards execute approved MDM/API Hub workflows.
Durable Sprint packets
No Sprint 21 packets yet. Create the first durable Master Data Governance packet from the live preview.