Comparison

Data-quality firewall vs CRM dedupe

CRM dedupe focuses on duplicate detection and merge inside a single CRM. Refinery governs cross-system paths: intake, sync, enrichment, writeback, and AI context.

What CRM dedupe tools do well

• In-CRM duplicate rules and merge workflows
• Lead-to-account matching inside Salesforce or Dynamics
• User-driven merge queues

Where Refinery is different

• Govern records before they enter CRM from web forms or imports
• Control CRM → ERP sync quality with verified writeback
• Block unsafe merges when policy requires human review with evidence
• Produce receipts for audit — not just merge logs

When to choose each

Use CRM dedupe for in-system hygiene. Add Refinery when duplicates, conflicts, or bad records originate outside CRM or must be governed before ERP and AI consumption.

Related pages

• Data-quality firewall definition
• Product overview
• Baseline

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