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Val Specialism
Validate & reconcile your data before it reaches production.
3 followers
Validate & reconcile your data before it reaches production.
3 followers
Data migration and integration projects shouldn't fail because of unnoticed data issues. Val Specialism helps teams compare source and reference datasets and identify: Mismatched records Missing records Reference-only records Field-level validation issues Data inconsistencies Configure your matching keys and fields, run validation, review the findings, and generate structured reports. Built for teams working on data migration, integration, reconciliation, and quality validation.
I paste schema mismatches directly to Claude now and get rules in seconds. Plus to beat this you need determinstic SQL checks at scale, not just semantic diffing. What underlying engine runs when dataset too big for prompt.