Master Data Management Solutions: Single Source of Truth for Customer, Product, and Vendor Data
Master data management solutions that create trusted golden records — matching, merging, and governing customer, product, vendor, and employee data across every enterprise system. When 5 systems have 5 versions of "John Smith" with different addresses, MDM creates one trusted record.
Why Master Data Problems Compound Across Systems
Without MDM, the same customer exists as 3 records in CRM, 2 in ERP, and 1 in marketing — each with different addresses, phone numbers, and purchase history. Reports show different customer counts depending on which system you query. Marketing sends duplicate emails. Finance can't reconcile revenue by customer because the "customer" is fragmented across systems.
MDM resolves this by: matching records across systems (probabilistic and deterministic matching), merging into golden records (survivorship rules decide which source wins for each field), publishing trusted data back to source systems (bi-directional sync), and monitoring data quality continuously (drift detection, new duplicate alerting).
How Xylity Implements Master Data Management
We implement MDM using: Informatica MDM for complex multi-domain scenarios, Microsoft Purview for data catalog and classification, custom matching algorithms for domain-specific requirements, and integration with existing CRM/ERP systems for bi-directional synchronization.
Our MDM approach: domain assessment (customer, product, vendor — which domain first?), data profiling (quantify the duplicate and inconsistency problem), matching strategy (deterministic + probabilistic), survivorship rules, golden record publication, and ongoing quality monitoring.
Technologies We Use for Master Data Management
Informatica MDM
Multi-domain master data
Microsoft Purview
Catalog and classification
Azure Data Factory
Integration and sync
Custom ML
Probabilistic matching algorithms
Services That Deliver This Solution
Data Governance
MDM governance and stewardship.
Data Quality
Profiling, cleansing, matching.
Data Integration
Cross-system data synchronization.
Solutions That Complement Master Data Management
Master Data Management FAQ
Our master data management solution covers strategy, architecture, implementation, and ongoing optimization. We bring consulting-led expertise through our network of 5,000+ pre-qualified specialists across 20+ technology domains — deployed in 4.3 days average.
We select technologies based on your requirements, not vendor preferences. Our consulting-led approach evaluates your current stack, team capabilities, and business objectives to recommend the right platform — whether that's Microsoft Fabric, Databricks, Azure, Salesforce, or other technologies from our 50+ platform expertise.
Yes. Pre-qualified master data management specialists from 200+ delivery partners. 4-stage consulting-led matching with 92% first-match acceptance rate. Senior to architect level, deployed in 4.3 days average.
Master Data Management — Built by
Practitioners, Not Theorists
Master data management that creates trusted golden records — matching, merging, and governing data across every system.