Data governance
Policies, access and stewardship for data. Evaluated by GigaOm Radar, Gartner Magic Quadrant, The Forrester Wave and QKS Group SPARK Matrix, 2023 to 2026: 8 reports, 18 vendors. Each firm below runs newest first, with who moved since its edition before.
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Data Access Governance
GigaOm Radar · 3 editions, 2024 to 2026
GigaOm Radar for Data Access Governance
Changes since 2025
Commvault · New Leader
Privacera · No longer a Leader
2025 GigaOm Radar for Data Access Governance
No change in the Leaders since 2024.2024 GigaOm Radar for Data Access Governance
Every vendor, year by year
LeadersChallengersEntrants· not placed
Data and Analytics Governance Platforms
Gartner Magic Quadrant · 2 editions, 2025 to 2026
2026 Gartner Magic Quadrant for Data and Analytics Governance Platforms
Changes since 2025
Alation · New Leader
Atlan · New Leader
IBM · New Leader
Ab Initio · New in Niche Players
Alex Solutions · New in Niche Players
Ataccama · New in Niche Players
BigID · New in Challengers
DataGalaxy · New in Niche Players
Microsoft · New in Challengers
OvalEdge · New in Niche Players
Precisely · New in Niche Players
ServiceNow · New in Visionaries
Solidatus · New in Niche Players
2025 Gartner Magic Quadrant for Data and Analytics Governance Platforms
Every vendor, year by year
LeadersChallengersVisionariesNiche Players· not placed
Data Governance Solutions
The Forrester Wave · 2 editions, 2023 to 2025
The Forrester Wave: Data Governance Solutions, Q3 2025
No change in the Leaders since 2023.The Forrester Wave: Data Governance Solutions, Q3 2023
Every vendor, year by year
LeadersStrong PerformersContendersChallengers· not placed
Data Governance Solutions
QKS Group SPARK Matrix · 1 edition, 2026
Placements as each vendor or analyst firm publicly announced them; the tracker lists tiers only, never a report's chart or the positions inside a tier.