VigilDQ

Data Observability Software

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VigilDQ is a data quality management system designed for organizations requiring rigorous, human-verified oversight of AI-native data processes, particularly in highly regulated industries such as healthcare, finance, and government. It automatically profiles data warehouses, enables AI-generated draft quality rules, and enforces strict human approval workflows with auditable traceability, masking raw data and ensuring controlled, validated data pipelines. Key features include a defensible scoring system across multiple quality dimensions, a multi-engine validation process, and a secure environment where data rules are written in read-only SQL to prevent unapproved modifications, effectively solving the challenges of scalable, compliant, and accountable data governance in AI-driven analytics.

VigilDQ can be found in Data Observability Software categories.

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VigilDQ Main Features

• Audit Trail
  All actions and decisions are recorded, creating a clear trail for compliance and review.
• Data Privacy
  Raw data stays inside your warehouse and is masked at the boundary to protect privacy.
• Data Profiling
  VigilDQ creates profiles of your data, including statistics and masked samples within your warehouse.
• Human Approval
  A named human reviews, edits, or rejects the AI's rule suggestions to ensure safety and accuracy.
• Defensible Score
  VigilDQ gives a score from 0 to 100 based on six quality dimensions to show data quality.
• AI-Generated Rules
  The AI suggests data quality rules along with explanations for why they are needed.
• Read-Only SQL Execution
  Rules are run as read-only SQL queries inside your data warehouse, preventing changes to your data.
• Supports Multiple Engines
  VigilDQ works with different data engines like Postgres, Databricks, and soon SQL Server.
• Certification for Data Use
  It helps teams prove their data meets quality standards for use in sensitive fields like healthcare and finance.
• Controlled AI Recommendations
  The system ensures AI suggestions are checked against your catalog and only activated by a human.

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