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SaaS transparency ranking · Engineering and data

Data catalogs and governance software

25 vendors · updated 2026-10-18

Catalogs, lineage and data governance, ranked by what they publish about how they handle your data.

Public transparency score, not a product or security rating. Transparency means: published on the vendor's own site, readable without a login, found by us at the addresses we checked.

=exactly at the median of every category we measure

  • Data catalogs and governance17
  • All categories17
Median transparency score, out of 100. Data catalogs and governance sits at the median across every category we measure.
  1. A0 0%
  2. B0 0%
  3. C0 0%
  4. D4 16%
  5. E5 20%
  6. F16 64%
25 vendors with a score. Bands have fixed thresholds, see how the score works.
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Each of these lists the Data catalogs and governance vendors that meet one condition, with the source for each, and appears only where at least 8 of them meet it.

This category, criterion by criterion

How this market does on each criterion, with its own share and how it compares with the rest.

Every result links its source on the vendor page. A grey segment means we could not measure it, not that it is missing. See how we score.