Security audits for AI-built SaaS
Automated security audits for AI-built SaaS founders before they scale or fundraise.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take SecureAI from MVP shell to operating business.
The distribution strategy targets vibe-coders directly through proven channels: Twitter inbound plus ProductHunt reach founders at decision inflection points. Free scanning removes activation friction while $99/mo subscription hits a price point solo founders accept pre-fundraise. The TAM is tangible: 40,000 revenue-generating AI SaaS companies spending ~$1,100 annually on security. Execution risk centers on surfacing genuinely novel AI-codegen vulnerability patterns rather than duplicating free competitor tools.
The core buyer profile avoids security spend until breach or customer pressure forces it. Snyk, Semgrep, and GitHub Advanced Security already offer free or cheap scanning, making commodity differentiation difficult. More hazardous: AI vulnerability patterns shift every 3-6 months as models improve. Audit checklists go stale fast, requiring constant manual curation that erodes margins. Year 1 projections show negative take-home. Success hinges on founders accepting paid audits before crisis.
This fits a founder with existing credibility in AI or security communities: someone with a Twitter following among vibe-coders, experience shipping products solo, and tolerance for negative year-one returns. An agency founder diversifying into productized services, or a former security researcher monetizing expertise in AI vulnerabilities, would also succeed here. The buyer needs distribution channels or pre-existing audience, not pure execution skill.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds SecureAI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.