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Mindgard

a hundred disclosures against systems you've heard of, from a lab with a decade of university research behind it.

not published#buyers-who-weight-demons

the disclosure record is the argument, and it's a decent one — everything else about the commercial offer is behind a form.

mindgard claims more than 100 public vulnerability disclosures against major ai systems, naming google antigravity, openai sora and xai grok among them. specific named targets are more persuasive than an unnamed count, and the company traces its methods to over a decade of ai-security research at lancaster university.

the product spans attack-surface enumeration, what it calls psychometric agent profiling, automated red-teaming across chatbots, applications and agentic workflows, and runtime protection with automated agent hardening — model, application and agent layers all covered on its own description.

the description above is ours, condensed from the ranking. pricing moves — check it on the vendor's own page before you rely on it.

pricing
not published
our verdict

the disclosure record is the argument, and it's a decent one — everything else about the commercial offer is behind a form.

we researched this category against vendors' own pricing pages and licence files. that is where this line comes from — not from the vendor, and not from anything they paid for.

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NeMo Guardrails

nvidia's toolkit for constraining llm behaviour, used alongside testing

#guardrails#open-source

Giskard

open-source scanner for llm vulnerabilities and quality regressions

#open-source#scanner

ModelScan

scans model files for unsafe serialisation before you load them

#supply-chain#open-source

HiddenLayer

we checked thisnot published

fifty disclosed cves and thirty patents, across the broadest claimed scope here.

#enterprises-wanting-mode