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General Validation

by General Validation

Metadata-first data validation for Azure Data Factory and Microsoft Fabric

Modern Azure pipelines deserve mature data controls.

General Validation helps ETL engineers reconcile source and target data across migrations, production pipelines, releases, and medallion layers. Repeatable checks and actionable evidence stay inside your Azure tenant.

Key capabilities
  • Metadata-driven discovery across Azure Data Factory and supported Microsoft Fabric assets
  • Reusable checks for completeness, aggregates, joined-row values, and set relationships
  • Affected-record evidence that helps engineers investigate discrepancies quickly
  • Validation history, dashboards, and exportable evidence packs
  • Entra ID single sign-on, role-based access control, audit logging, and integrity-verified releases

General Validation is built for data platform teams validating:
  • ADF to Fabric migrations
  • Recurring production pipelines
  • Development-to-production releases
  • Bronze, silver, and gold medallion-layer handoffs

The application, database, validation execution, results, and evidence remain in your Azure environment. General Validation does not operate a hosted control plane or require vendor access to your source or target data.

Contact us to see the product in action and plan a guided deployment into your environment.

At a glance

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