AI productai-safetycompliance

AI capability audits

Offer testing services that uncover hidden model behaviors. Help enterprises verify what their AI really knows.

Why now

Research proves models can deliberately conceal capabilities, creating liability for businesses deploying them.

Who for
Enterprise AI teams
Business model
Audit fees
Effort
A few months

Companies risk deploying AI that secretly possesses dangerous or non-compliant capabilities.

Develop a suite of tests that probe for hidden behaviors through strategic prompting and edge cases. Offer certification for safe deployment.

Charge enterprises per model audited. Focus on highly regulated industries first.

Start with basic prompt injection and bias detection tests.

The field moves fast, requiring constant test updates.

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AI capability audits — Ideas