Master Data and Data Quality Management
Establish trusted master data and enforce data quality as a control, so every downstream report, model and copilot builds on the same reliable foundation.
Solution Overview
The Challenge
Customer, product, supplier and asset records exist in half a dozen systems with different identifiers, spellings and hierarchies, so the same entity appears several times and no two systems agree on the count.
- 1The same customer, product or supplier duplicated across systems with no golden record
- 2Conflicting hierarchies and classifications preventing any consistent rollup
- 3Every analytics and AI initiative repeating the same data cleansing work
Our Approach
CloudGate implements master data management and data quality as ongoing controls on Microsoft Fabric, with matching and survivorship rules producing a golden record per domain and stewardship workflows putting resolution in the hands of accountable business owners.
- Golden record creation per domain with configurable matching and survivorship rules
- Stewardship workflow putting resolution with accountable business data owners
- Data quality rules enforced at ingestion, quarantining rather than silently accepting
Typical Outcomes
Typical outcomes for this solution pattern, not the results of a named client engagement.
Technologies Used
More Success Stories
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AI Agents for Business Process Automation
Autonomous AI agents that carry out multi-step business processes end to end, with human approval where it matters.
Enterprise Knowledge Assistant (RAG)
A grounded chat assistant over your own documents and systems that answers with citations. No hallucinations.
Unified Data Estate on Microsoft Fabric
One governed lakehouse foundation on OneLake that powers all your BI and AI. The starting point for every use case.