Ideas
securityai

AI security testing platform

Build a service that automatically tests apps for common AI security flaws.

Why now

Growing AI adoption creates new security risks that current tools don't cover.

Who for
Security engineers
Business model
SaaS subscriptions
Effort
A few months

Developers need to secure AI systems but lack specialized testing tools.

Create a SaaS that scans for prompt injections, training data leaks, etc.

Charge security-conscious companies for regular scanning.

Start by automating common vulnerability checks.

Risk: Requires deep security expertise to build credibly.

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AI security testing platform — Ideas