Best Active Metadata Management Software in 2026

DataHub may suit enterprise teams that need a shared catalog, lineage, and data-quality monitoring.

Alex Solutions

Alex is aimed at large, complex and regulated data estates, including organizations in banking, government, telecommunications, utilities, energy, and manufacturing.

Datastrato Iceberg Lakehouse Platform

Datastrato targets enterprise teams and developers working with metadata management, governance, and AI-ready infrastructure.

ODD suits data teams of any size, including enterprises, small and midsize companies, and data science teams.

MetaKarta is intended for data professionals in large enterprises and government agencies.

It suits organizations that need to unify customer profiles across B2B or B2C use cases and coordinate permitted data with engagement systems.

Atlan Lakehouse

Atlan presents the Lakehouse for enterprise AI infrastructure and teams building AI systems that need governed organizational context.

Collibra

Collibra is aimed at organizations with complex data needs, including those in financial services, insurance, healthcare, life sciences and retail.

OpenMetadata

It suits teams that want a data catalog and governance platform with lineage, shared business definitions and AI-oriented context tools.