Supply Chain Attack Auditor

An AI-agent-powered tool that scans dependencies and supply chains for security vulnerabilities and attack exposure. Security teams and developers can automatically identify risky dependencies before they cause breaches.

Dependency security has moved from niche concern to boardroom priority following high-profile incidents like SolarWinds, XZ Utils, and the ongoing stream of malicious npm packages — CISA and the EU Cyber Resilience Act are now mandating SBOM practices, which creates real regulatory pull. The closest incumbent is Snyk, which dominates this space with significant VC backing and deep IDE integrations, making differentiation genuinely hard. The $2k–10k MRR band is plausible for a focused tool selling to security-conscious startups or mid-market teams who find Snyk too expensive or too broad, but the ceiling is low unless there's a clear wedge into enterprise compliance workflows. The single biggest risk is that Snyk, GitHub Dependabot, and Socket.dev already cover most of this surface area for free or near-free, leaving very little room to charge unless the AI-agent layer produces meaningfully fewer false positives or automates remediation in a way incumbents don't.