A pre-built business engine, ready to operate.
Sell AI code reviews to engineering teams under 50 people
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Code Review AI from MVP shell to operating business.
The TAM is proven: 50k SMB software companies spend 2.4k yearly on code quality. Most lack GitHub Enterprise or GitLab Ultimate, so standalone tooling fits their stack. Your GTM channels (Product Hunt, dev Twitter, GitHub Marketplace) reach this exact buyer. Pricing at 49-199 per month captures the gap between free solutions and enterprise licenses. If adoption hits just 2 percent penetration, Year 1 ARR reaches 48k.
GitHub's free Copilot already includes native PR review features, bundled for 30M+ developers. Your target buyer may never need standalone tooling. LLM token costs scale poorly: large PRs burn 0.40-1.50 per review, eroding margins on high-volume teams at 49 per month. One confident but incorrect AI suggestion reaching production could spark a viral HN post, collapsing developer trust and killing conversion for months.
Best fit: an existing B2B SaaS founder or consulting agency owner with developer relationships and sales experience. You need technical comfort with LLM APIs, understanding of token cost dynamics, and small-team sales chops. An industry insider with a CTO network or developer list accelerates GTM significantly. Solo technical founders without prior sales experience or warm customer lists will struggle closing deals on a lean timeline.
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 Code Review AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.