AMP21
Master Data Quality
Scan products, suppliers, CRM accounts, locations, and API Hub staging rows for duplicates, missing fields, stale records, and mapping conflicts. The assistant proposes cleanup work and queues approvals, but never overwrites canonical master data automatically.
Step 1
Scan records
Products, suppliers, customers, warehouses, and staging rows.
Step 2
Prioritize hygiene
Duplicates, completeness gaps, stale data, and mapping conflicts.
Step 3
Approve cleanup
Queue dedupe and enrichment work for human governance.
Scanned records
90
Quality score
74
Open blockers
25
Staging conflicts
0
Live Hygiene Preview
Score 74/100 · duplicates 2 · gaps 23 · stale 0 · conflicts 0
Dedupe
Master data owner: Review duplicate groups and choose canonical records before merge work.
Complete required fields
Domain owners: Fill missing codes, country, owner, website, and unit fields from approved sources.
Refresh stale records
Operations: Confirm active status, addresses, contacts, and integration mappings for stale records.
Resolve staging conflicts
Integration owner: Fix API Hub staging mappings before applying rows to source modules.
Approve changes
Data governance: Queue approved master-data changes; no silent overwrite by assistant.
Quality Runs
No master data quality runs yet.