Data Quality at Scale: Duplicates, Validation, and Bulk Loads

Dedupe

  • Match rules + Duplicate rules (block vs allow/report)
  • Use external IDs for upserts

Validation rules

AND(

ISPICKVAL(StageName, “Closed Won”),

ISBLANK( CloseDate )

)

Bulk imports

  • Staging sandbox first
  • Data Loader upsert with external IDs
  • Post‑load reports + spot checks

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