Annual ranked guides to the AI security tools we recommend security teams evaluate, scored on the same seven-dimension methodology. Each list links into individual reviews. Lists refresh annually; mid-year revisions are noted in the changelog at the bottom of each list.
six AI data loss prevention platforms compared and ranked.
five shadow AI discovery platforms compared and ranked.
If you have already shortlisted from another source, use the list to check that you have not missed a category leader. Surprises are useful.
A vendor ships a material product change (new module, removal of a capability, deployment-model change).
Pricing publicly changes.
An acquisition or other ownership change occurs.
A material customer-reported failure mode emerges that contradicts the existing review.
