A pre-built business engine, ready to operate.
AI-powered QA test generation targeting small software teams with a 149-299 monthly plan.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take QA Testing AI from MVP shell to operating business.
The TAM is concrete: 50K US SMBs spend $1,200 annually on QA tooling, and most have no dedicated test generation solution. The GTM is proven: developer community channels plus LinkedIn targeting of QA engineers and engineering managers is a direct path to early adopters. The unit economics work if you hold burn to $500 monthly: three to five customers by month six hits breakeven and creates a repeatable acquisition model worth scaling.
GitHub Copilot and Cursor are already shipping test generation features natively, and major IDEs will follow. Generated tests passing locally but missing real bugs in production destroy credibility permanently: one bad batch and teams abandon the tool. Supporting multiple languages and frameworks properly (React, Python, Go, Java, Rails) requires sustained engineering investment that outpaces revenue in year one. The -$21K take-home means you are depleting capital to prove traction, and 16% success odds mean most operators won't reach profitability.
This fits a SaaS founder with engineering credibility who understands dev tooling markets, or a QA consultant with an existing client list. You need comfort with technical product decisions, ability to manage integration complexity across multiple stacks, and runway to hold burn below $500 monthly until reaching three to five paying customers. Hands-on selling to engineering managers and quick iteration on generated test quality are critical to survival.
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 QA Testing AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.