Data Governance Plane

Apache Ranger

Data Governance Plane · Access Policy Enforcement

Framework for centrally managing fine-grained access policies across Hadoop and related data services.

• Open source

Immuta

Data Governance Plane · Access Policy Enforcement

Data security and access governance with policy-based access control for cloud data platforms.

• Commercial

Privacera (Trust3 AI)

Data Governance Plane · Access Policy Enforcement

Data access governance built on Apache Ranger, for cloud and hybrid data platforms. Rebranded to Trust3 AI in March 2026 under the same company; product documentation still carries the Privacera name.

• Commercial

Data intelligence platform for governance, cataloguing, stewardship and lineage.

• Commercial

Informatica Cloud Data Governance and Catalog

Data Governance Plane · Governance & Stewardship

Cloud service for data cataloguing, governance and data quality within Informatica's data management cloud.

• Commercial

Microsoft's portfolio for data governance, security and compliance, including a data catalogue.

• Cloud service

Snowflake's built-in governance for compliance, security, discovery and lineage.

• Commercial

BigID

Data Governance Plane · Privacy & Compliance

Data discovery and classification for privacy, security and governance.

• Commercial

Privacy, consent and data governance platform for regulatory compliance programmes.

• Commercial

Securiti

Data Governance Plane · Privacy & Compliance

Platform for data security, privacy and governance across clouds and SaaS applications. Veeam acquired Securiti in December 2025, and its releases now read Veeam's Securiti AI.

• Commercial

Informatica MDM

Data Governance Plane · Master Data Management

Master data management for creating trusted, unified records of customers, products and more.

• Commercial

Master data management platform closely aligned with the Microsoft data platform.

• Commercial

Reltio

Data Governance Plane · Master Data Management

Cloud-native master data management and entity resolution platform. SAP completed its acquisition of Reltio in May 2026; it becomes a capability within SAP's data platform while remaining available standalone.

• Commercial

Data platform for master data management, data quality and governance.

• Commercial