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Salesforce ArchitectureArchitect (Hardest)mdmmaster-datadata-governance

Design Master Data Management strategy with Salesforce

Real World Scenario

Customer data duplicated across Salesforce SAP and marketing tools with no golden record authority.

Expected Answer

• Define golden record system per domain: CRM for sales relationship, MDM for legal entity • Salesforce as MDM hub vs contributor depends on enterprise architecture • Data Cloud identity resolution as modern alternative to traditional MDM for profiles • Stewardship workflows for merge split and attribute override • Data quality rules at ingestion with quarantine patterns • Sync patterns: bi-directional with survivorship not blind overwrite • Executive data council owning definitions and conflict resolution SLAs

Follow-Up Questions & Answers

Click to expand — each follow-up includes a direct, interview-ready answer

Main difference: use case and scale. Define golden record system per domain: CRM for sales relationship, MDM for legal entity. Salesforce as MDM hub vs contributor depends on enterprise architecture. Pick based on your integration pattern and team capability. MDM fails from politics not technology—architect attribute authority matrix with business sign-off. Document the decision in an ADR and align with enterprise standards.

Architect Perspective

MDM fails from politics not technology—architect attribute authority matrix with business sign-off.