01
Precisely
Precisely provides unified data management solutions to ensure enterprise AI has access to reliable and governed information. The platform integrates data from various sources to support accurate decision-making.
94.0
Enterprise data catalogue software
10 ranked, with a plain verdict on every entry.
Precisely ranks first here: it offers hundreds of pre-linked datasets ready for enrichment and analytics out of the box. Ataccama is built for Data teams seeking trusted data for AI, and monitors, cleanses, and standardises data across every system. Cloudera serves Large global enterprises requiring sovereign AI control, and enables private AI deployment with full governance and security.
RANKENTRYSCORETRENDFROM
4
DataGalaxyAchieves the highest user adoption rate due to its simplicity and engagement design90.0NEW–
5
OvalEdgeBrings together catalogue, lineage, glossary, quality, access, and policy in one platform88.0NEW–
8
CollibraUses ontology-governed context to ensure agents retrieve the right meaning the first time84.0NEWCustom
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The ranking, in detail
02
Ataccama
Agentic Data Trust Software built on quality data
Ataccama is an agentic data trust platform with data quality at its core. It provides AI-driven solutions for data governance and management.
90.0
03
Cloudera
The industry’s only platform bringing AI to data anywhere
Cloudera is a modular hybrid data and AI platform engineered for the agentic era. It brings artificial intelligence to data anywhere across clouds, data centres, and the edge.
90.0
04
DataGalaxy
Connect the dots. Reveal the context.
DataGalaxy is an AI context engine that connects data, ownership, and governance to ensure decisions start with the bigger picture. It delivers an AI value layer through a continuous loop of context, trust, and value.
90.0
05
OvalEdge
Ship trusted data & context for AI
OvalEdge is a unified data governance platform delivering trusted data and context to teams, agents, and models. It provides policy and audit controls to maintain compliance while accelerating data delivery.
88.0
06
Earthmover
The science data cloud
Earthmover is a cloud-native platform for scientific data. It provides storage, governance, and compute capabilities.
86.0
07
Coalesce
Humans and agents delivering data, together
Coalesce is a data operating layer where humans and AI agents build, govern, and observe data together. It unifies transformation, cataloging, and quality into one governed platform.
84.0
08
Collibra
Collibra serves as the enterprise AI control plane, governing context and ensuring control across every source, model and agent. It enables organisations to lead with certainty at the speed of AI.
84.0
09
84.0
10
Syniti
Exceed business objectives with trusted data
Syniti offers an all-in-one enterprise data management platform. The Syniti Knowledge Platform integrates migration, quality, and governance capabilities.
78.0
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Positions 1, 2 and 3 are available to buy for twelve months.
Frequently asked questions
What do the top four say they are built for?
Precisely says it is built for enterprise data teams managing AI readiness, and Ataccama for Data teams seeking trusted data for AI. Cloudera says it is built for Large global enterprises requiring sovereign AI control, and DataGalaxy for Large enterprises.