Collibra

Collibra is an enterprise data intelligence platform designed to help organizations understand, govern, and trust their data across complex environments. It provides a centralized Data Catalog that automatically discovers, classifies, and documents data assets from databases, data warehouses, data lakes, BI tools, and SaaS applications. Through its Data Governance capabilities, Collibra enables the definition of data ownership, stewardship, policies, and workflows, ensuring that data usage complies with internal standards and external regulations.

The platform’s AI Governance features help organizations manage the lifecycle of AI and machine learning models by documenting data lineage, model assumptions, and approval processes, supporting transparency and risk management. Collibra Data Quality and Observability continuously monitors data for accuracy, completeness, timeliness, and consistency, alerting teams to anomalies and enabling root-cause analysis.