| Feature | Classification | Collibra | Alation | Atlan | CastorDoc | Informatica | Data World | Dataedo | OvalEdge | Purview | Octopai | Acryl | Secoda | Select Star | Metaphor |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Role-Based Access Controls | Data Governance | ||||||||||||||
Metadata Analytics | Data Governance | ||||||||||||||
Metadata Bulk Edit | Data Governance | ||||||||||||||
Automated PII tagging | Data Governance | ||||||||||||||
Advanced Tag Management | Data Governance | ||||||||||||||
Policy and Workflow | Data Governance | ||||||||||||||
Multi-Tenant Infrastructure | Data Governance | ||||||||||||||
Social Data Discovery | Data Discovery | ||||||||||||||
Advanced Search Filtering | Data Discovery | ||||||||||||||
Table Popularity & Frequent Users | Data Discovery | ||||||||||||||
Column Lineage | Data Lineage | ||||||||||||||
Cross Platform Lineage (ETL → Data Warehouse → BI tools) | Data Lineage | ||||||||||||||
Definition Propagation | Data Lineage | ||||||||||||||
Personalized Views | User Experience | ||||||||||||||
Chrome Extension | User Experience | ||||||||||||||
Rich Text | User Experience | ||||||||||||||
SQL Editor | User Experience | ||||||||||||||
Two-Way Sync | Integrations | ||||||||||||||
Slack Integration | Integrations | ||||||||||||||
API Based Ingestion | Integrations | ||||||||||||||
On Premise Metadata Extractor | Integrations | ||||||||||||||
Data Quality Integration | Integrations | ||||||||||||||
Natural Language Search | AI features | ||||||||||||||
AI Documentation | AI features | ||||||||||||||
AI for SQL | AI features | ||||||||||||||
AI Assistant | AI features | ||||||||||||||
Business Glossary | Knowledge Management | ||||||||||||||
Knowledge Map | Knowledge Management |