← back to formally-verified-code-generator
Financial analysis · adoption-ready estimate
Verified ·
If an entrepreneur "adopted" this product today, here's the realistic math.
Fermi summary
If you land 80 paying teams at $2k/year by month 12, that's $160k ARR - but between the $95k build cost, a 7% success probability, and buyers who will publicly shame you if the proofs are wrong, expected year-1 take-home is negative $86k.
Market size (TAM)
$140.0M
~7,000 US/EU companies with formal verification mandates (aerospace DO-178C, fintech, blockchain/smart-contract audit firms, defense) × ~$20k avg annual tooling spend per team
Year-1 ARR range
$35k - $520k
midpoint $160k
Investment to production
$95k
Dev: $45k for proof-assistant integrations (Lean4/Dafny/TLA+), CI pipeline hooks, and hardening hallucination guardrails. Infra/Security: $1
Probability of success
7%
P(reaching mid case in 12 months)
Expected take-home Y1
$-86000
probability-weighted, after investment
Go-to-market motion
Cold outreach to principal engineers and compliance leads at aerospace/fintech/blockchain firms → technical demo targeting their specific proof language → pilot at $2k/mo → land 2-3 design-partner contracts in first 6 months.
Key risks
- AI-generated proofs are wrong surprisingly often - one high-profile bug shipped with a 'provably correct' label causes reputational collapse and potential liability in safety-critical verticals
- Expert buyers (PhD-level formal methods engineers) are the hardest audience to sell AI to - they spot hallucinated proofs instantly and distrust the category by default
- Sales cycles in aerospace and defense commonly run 12-18 months due to procurement and security reviews, meaning near-zero revenue while burn accumulates
- Open-source proof assistants (Lean4, Dafny, SPARK) are free and already trusted; the value-add delta of AI assistance must be dramatic to justify budget in cost-conscious engineering orgs
Generated by the Wishdeal Factory financial-analysis agent. Numbers are honest Fermi estimates, not guarantees. Real outcomes depend on the operator. The studio is bullish on the engineering quality, agnostic on the business outcome.