Data Catalogs & Self-Discovery

Make data easily discoverable with metadata-driven self-service catalogs, allowing business users to access and utilize structured and unstructured data assets efficiently.

Data Lineage & Ownership

Track the flow of data across systems and establish clear ownership to ensure accountability, security, and transparency in data management.

Data Quality Metrics & Dashboards

Enable real-time monitoring and reporting of data consistency, completeness, and accuracy with dynamic dashboards and validation frameworks.

Privacy & Access Management

Implement role-based and attribute-based access controls to safeguard sensitive information and maintain compliance with industry regulations, including GDPR and CCPA.

Lifecycle Management & Compliance

Enforce governance policies that define data retention, archival, and deletion strategies to ensure regulatory adherence and data lifecycle transparency.

Continuous Monitoring & Controls Framework

Create a governance model that includes automated validation rules, quality checks, and proactive issue resolution mechanisms to maintain ongoing data health.