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Enterprise·December 2025

Transforming Data Management with Project MDM

Master data management program unifying customer, product, and reference data across the enterprise.

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Transforming Data Management with Project MDM
Challenge

The problem

Inconsistent customer, product, and reference data across systems was driving rework, reporting errors, and partner-integration friction.

Approach

How we engineered it

  • 1Designed the MDM target architecture and data contracts across domains
  • 2Built the matching, merging, and survivorship rules with explicit confidence scoring
  • 3Stood up the stewardship workflow and reviewer surface
  • 4Integrated MDM-resolved IDs back into source systems via event streams
Outcomes

What shipped

Measured outcomes from the program — not promises.

1
Source of truth
Auditable
Lineage end-to-end
Technology

What we built it on

MDM platformSnowflakeKafka
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