AuditaAI is an independent project that tracks AI security vendors, products, and documented capabilities as the market evolves. It helps you explore how offerings compare, where they provide coverage, and how their capabilities relate to widely used security and AI governance frameworks. Public product sources are included so you can review the supporting context when you need it.
Explore the research
Start with a security need or capability and discover which reviewed AI security offerings publish evidence that they address it.
Open a vendor profile to inspect its active offerings, documented product behavior, ownership context, and supporting sources.
Compare reviewed offerings side by side across capabilities and evidence without turning the result into a vendor score.
Explore how reviewed product behavior relates to OWASP, MITRE ATLAS, NIST AI RMF, and ISO/IEC 42001.
How to read the results
When a capability appears for an offering, AuditaAI found reviewed public evidence describing product behavior that fits that capability.
It does not mean the product is complete, effective in every environment, certified, or better than another product.
Framework relationships are identified as vendor-stated or AuditaAI-assessed so you can distinguish a direct claim from research context.
Who it is for
AuditaAI is intended for security practitioners, architects, researchers, and buyers who need a clearer view of a fast-changing AI security market.
Use it to narrow the field and inspect evidence, then confirm deployment options, licensing, integrations, and effectiveness with current vendor documentation and your own testing.
Editorial policy
Source discipline
We prioritize official documentation, product pages, announcements, and repositories. Secondary sources are labeled as such.
Uncertainty is visible
Where public evidence is incomplete, conflicting, or too broad, records are narrowed, deferred, or marked for review rather than filled by inference.
Taxonomy is shared
Capability labels are AuditaAI normalization terms, not vendor marketing categories. They change only when reviewed behavior does not fit the existing model.
Disclosure
Public information, product capabilities, licensing, and implementation behavior can change between research reviews. Validate critical decisions against current official documentation and internal requirements.
The Navigator is provided for informational and comparative research. It does not provide legal, compliance, procurement, security-architecture, or implementation advice, and it does not guarantee completeness, accuracy, or currency.
Contact and corrections
Cybersecurity Practitioner
I created AuditaAI to make AI security product research easier to verify. The project connects normalized capabilities and framework context to public product evidence so practitioners can inspect the source behind each comparison and request targeted updates as products change.
If you notice a factual error, a broken source, a missing product change, or a capability that should be re-reviewed, reach out and include the page URL, vendor name, and a link to the evidence or product change you want reviewed.
This helps keep the research model evidence-based and makes it easier to turn product changes into a targeted update instead of a broad rewrite.