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In our 31-criterion evaluation of data governance solutions providers, we identified the 12 most significant ones — Aim, Alation, Ataccama, Collibra, Congruity360, data.world, erwin, Infogix, OneTrust, SAP, Solix, and Syniti — and researched, analyzed, and scored them. This report shows how each provider measures up and helps data governance professionals select the right one for their needs.