Companies lack tools to systematically test for prompt injection and other linguistic attacks on their LLMs. A security scanner could automatically probe for vulnerabilities using known attack patterns. Sell to enterprise security teams as part of their AI governance stack. Start with basic injection detection, then expand to other attack vectors. The main risk is rapid evolution in both attacks and defenses.
aisecurityenterprise
LLM security audit tool
Create a tool that detects linguistic vulnerabilities in LLM prompts. Sell to companies deploying customer-facing AI systems.
Why now
As enterprises adopt LLMs, security teams need ways to audit prompt injection risks.
- Who for
- enterprise security teams
- Business model
- SaaS subscriptions
- Effort
- A few months
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