AuditaAI

Navigate the evolving AI security market

Track and compare AI security vendors, products, and documented capabilities. Explore market coverage, find products by security need, and see how offerings relate to widely used security and AI governance frameworks.

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Find products by capability

Start with an AI security need and discover products with documented capabilities that address it.

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Compare vendors and offerings

Compare products side by side across capabilities, coverage, and supporting product information.

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Review market coverage

See how product families cover AI security capability categories across the market.

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Explore framework relationships

See how product capabilities relate to OWASP, MITRE ATLAS, NIST AI RMF, and ISO/IEC 42001.

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Recent additions

Five AI security vendors added

Added 31 Jul 2026

Arthur, Cyera, Pangea, Straiker, and TrojAI were added with reviewed product evidence across runtime protection, posture, data security, and adversarial testing.

Open research

Snowflake Cortex AI added

Added 31 Jul 2026

Launch and product evidence published 28 Jul 2026 supported Cortex AI Gateway, Cortex AI Guardrails, and Snowflake CoCo (Cortex Code).

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Glow research added

Added 29 Jul 2026

Glow emerged from stealth on 22 Jul 2026 and was added shortly after as an endpoint-first AI security vendor.

Open research

NEO research added

Added 29 Jul 2026

NEO emerged from stealth on 20 Jul 2026 and was added after launch evidence confirmed the agentic software control positioning.

Open research

How to evaluate

1. Start with the control need

Use Navigator to find the normalized capability or framework context relevant to your decision.

2. Inspect the offering

Read the behavior claim and its source before treating a capability as relevant to your environment.

3. Apply local validation

Confirm deployment, licensing, integration, and operational effectiveness with current vendor documentation and your own testing.