Intelligent Data Quality Monitoring

Alation Cloud Service Applies to Alation Cloud Service instances of Alation

Alation Data Quality provides enterprise-grade monitoring and management capabilities for your critical data assets. Available on Alation Cloud Service instances with the New User Experience, this AI-powered solution delivers actionable insights to data consumers while seamlessly integrating with your existing cataloged data sources.

Poor data quality undermines decision-making, regulatory compliance, and trust in data-driven initiatives. Alation Data Quality mitigates these risks through continuous validation of completeness, validity, accuracy, and freshness across your data ecosystem.

Users can perform the following tasks using Alation Data Quality:

  • Data Engineers: Configure and maintain data quality monitors

  • Data Stewards: Govern data quality standards and remediation workflows

  • Data Analysts: Assess data reliability before analysis

  • System Administrators: Deploy and manage the data quality infrastructure

Alation Data Quality will help you understand, configure, and monitor data assets effectively in the following use cases:

  • Regulatory Compliance: Monitor data quality metrics required for financial reporting, GDPR compliance, and industry regulations

  • Business Intelligence Reliability: Validate data accuracy and consistency feeding into dashboards and analytics to ensure trustworthy insights

  • Data Migration Validation: Monitor data integrity during system migrations and integrations to prevent data loss or corruption

  • SLA Monitoring: Track data availability and quality metrics to meet service level agreements with internal and external stakeholders