UC-206
Group Master-Data & Data-Quality Mgmt
AI-assisted MDM keeps well, equipment, vendor and people masters clean and matched across the merged estate.
TBDBuild Duration
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The Challenge
Post-merger, every master - wells, equipment, vendors, people - exists twice with different codes. Every report and integration inherits the mess until someone owns it.
How It Works
- Ingests master data from both estates with usage context.
- ML matches, de-duplicates and proposes golden records with confidence.
- Routes approvals to stewards and monitors quality continuously.
What It Removes
- Every master existing twice
- Reports reconciling codes by hand
- Data quality decaying post-cutover
Input Data RequirementsWell, equipment, vendor and people masters from both estates, reference data
Output FormatMatched golden-record masters, steward approval queues, quality dashboards
“One clean set of masters the whole group reads - and it stays clean.”