Identify and reconcile duplicates
Match likely duplicate records using agreed identifiers and rules. Stewards review uncertain matches and decide how accounts, products, or suppliers should be merged or kept separate.
Foundation
What is an MDM system?
Master Data Management establishes ownership, definitions, identifiers, and correction rules for shared customer, product, supplier, and location records.
Master Data Management
Foundationsequence layer
0capabilities
0integration notes
The Basics
What is an MDM system?
Master Data Management establishes ownership, definitions, identifiers, and correction rules for shared customer, product, supplier, and location records.
Master Data Management establishes agreed identity, definitions, and ownership for shared entities such as customers, products, suppliers, and locations. Attribute ownership may span several systems; named stewards decide how conflicting records are reconciled.
MDM may be a governance practice across existing systems or a dedicated platform supporting matching, stewardship, and synchronization. The assessed need determines the choice. Named owners still maintain definitions, review conflicts, and verify changes in connected systems.
Why Operating Teams Use It
The operating job this system is supposed to do.
A useful system earns its place by making records, workflows, controls, or decisions easier to own.
Define system ownership
Agree which source maintains each shared attribute, how approved changes are distributed, and who resolves a conflict when records disagree.
Shared integration definitions
Give connected systems agreed identifiers, definitions, and ownership rules rather than resolving those questions independently for each exchange.
Change history and review
Retain the agreed change, source, reviewer, and approval history. Verify that the selected tools record the evidence the business and its qualified compliance owners require.
Roadmap Placement
Where MDM fits in the operating stack.
MDM is part of PHASE 1: DATA FOUNDATION. Sequence it around the records, workflows, and people it depends on.
Prerequisites
Identify the shared data domains, existing source records, conflicts, and correction owners before choosing additional tooling.
What unlocks next
Agreed customer and product records support system exchanges, reporting, and self-service. Test mappings, synchronization, and unresolved-conflict handling for each use.
Common mistake
Buying an MDM platform before solving the governance problem. The tool amplifies your existing governance — good or bad.
People, practice, and acceptance
Name owners for shared customer, product, supplier, and location definitions. Practice requesting a change, approving it, and reconciling the update across connected systems.
Connected Systems
Related explainers in the operating stack.
Read adjacent system pages to understand where records, handoffs, and governance boundaries should sit.
Related System
ERP
See how this system connects to the records, workflows, and operating controls around MDM.
Read explainerRelated SystemPIM
See how this system connects to the records, workflows, and operating controls around MDM.
Read explainerRelated SystemB2B Ecommerce
See how this system connects to the records, workflows, and operating controls around MDM.
Read explainerRelated SystemDAM
See how this system connects to the records, workflows, and operating controls around MDM.
Read explainerRoadmap context
Place MDM inside the operating change it must support.
Start with the operating task, its owner, and the information it needs. These operating stages and Roadmap Solutions explain possible changes. Metrotechs assesses the need and leads the approved work with the delivery team, including training, practice, and review of results.
Sequence Before Software
Need to decide whether MDM belongs in your operating roadmap?
Review what MDM should own, which records and handoffs it depends on, and what employees must learn and maintain. Metrotechs assesses the operating task and leads approved system changes and practical AI applications through the complete Roadmap, with employee review, training, and acceptance.