Marketplace - Data Quality AI Agent

The Data Quality AI Agent, powered by the OP Database connector, automates rule creation, execution, and auditing without complex SQL. Built on Boomi Platform APIs, it enforces field-level validations, audits coverage, and improves data integrity through intelligent, explainable checks—making data governance faster, scalable, and accessible for all business teams.

Key Features

• Automated Rule Creation: Instantly generates SQL-based data quality rules for any database table using conversational prompts.
• Dynamic Validation and Auditing: Executes quality checks and provides real-time pass/fail reporting with detailed coverage analysis.
• Explainable AI-Driven Insights: Every rule and validation result comes with a human-readable explanation, improving transparency and trust.

Business Use-Cases and Benefits

• Onboarding New Data Sources: Use the AI Agent to create baseline quality rules instantly for new tables via the OP Database Connector.
  Benefit: Speeds up data onboarding while ensuring initial data trustworthiness.
• Regulatory Compliance Audits: Run field-level validations automatically for compliance-critical fields like SSNs, emails, or tax IDs.
  Benefit: Simplifies audit preparation and reduces regulatory risks.
• Data Migration Projects: Validate data integrity between source and target systems post-migration.
  Benefit: Ensures no loss or corruption of critical business data during migrations.
• Master Data Management (MDM) Validation: Regularly audit MDM hubs to ensure clean, duplicate-free master records across domains like Customer or Product.
  Benefit: Enhances MDM effectiveness and decision-making based on trusted data.
• Operational Monitoring and Alerts: Schedule automatic quality checks on key operational databases using the OP Database Connector.
  Benefit: Early detection of data issues minimizes downtime and operational disruptions.

Video Link (Here)

Verified Partner/Vendor Supported: This accelerator is fully supported and managed by the Partner/Vendor. For any support related inquiries or assistance including troubleshooting, guidance and/or updates to the solution, please contact the Partner/Vendor directly.