This is the product. Fourteen material errors the 8-judge panel caught that the solo baseline missed or underweighted, grouped by failure class. Each is a real finding from the 2026-08-12 run against a real document.
| Class | Error the panel caught | Caught by |
|---|---|---|
| Revenue | Three mutually inconsistent Year-1 revenue figures inside one document: $1.2M, $1.361M, and $372K. Plus a 22% MRR ramp inconsistency the narrative never reconciles. | Financial Integrity |
| Competitive | CLEATUS is a real, funded competitor at $4M seed with public product-led pricing of $39 to $250/mo, occupying the identical quadrant. The proposal does not name it. The Band A generalist seat actually cited CLEATUS pricing as a positive signal. | Market Reality |
| Competitive | GovEagle pricing referenced at a 15x inconsistency against the proposal's own comparison table. | Market Reality |
| Execution | Five of seven features marked TO BUILD at HIGH effort. The real-time Compliance Copilot alone needs 2 to 3 developers for 8 to 12 weeks. The plan allocates 4 weeks, solo. | Execution Feasibility |
| Team | A solo founder shipping a 7-feature AI SaaS in 10 weeks, with hiring contingent on revenue that requires the product to already exist. A closed loop with no entry point. | Team / Founder |
| Legal | No privacy policy and no terms of service, against FAR and CUI exposure, with ITAR implications on German-hosted infrastructure. | Legal / Regulatory |
Panel verdict: NO GO. Estimated rework 40+ hours. Recommendation is to cut scope to two features, extend to 20 weeks, hire a second developer before month one, rebuild the financial model, and address CLEATUS directly.
| Class | Error the panel caught | Caught by |
|---|---|---|
| Execution | Contractor budget broken by a factor of 4 to 7. The stated $1,500/mo implies $11 to $22 per hour against a market rate of $75 to $100. At real rates that budget buys 105 to 140 hours and leaves roughly 800 hours on the founder. | Execution Feasibility |
| Revenue | Year 2 stated on a run-rate basis rather than recognized revenue. Restated correctly, the healthy scenario loses roughly $11K to $18K. | Financial Integrity |
| Competitive | The uniqueness claim is contradicted by shipping products. LivePlan Plan Review and IdeaProof already occupy the space. | Market Reality |
| Team | 37 engagements plus 950 hours plus an MSP day job. The three commitments cannot coexist in one calendar. | Team / Founder |
Panel verdict: CONDITIONAL GO with six named conditions. Estimated rework 15 to 20 hours. This is the case that most clearly shows the value: the panel mean (6.14) and the solo mean (6.10) are statistically tied, so on score alone the panel added nothing. What it added was a bimodal split, Financial 8.2 against Execution 2.8, and the four errors above.
| Class | Error the panel caught | Caught by |
|---|---|---|
| Revenue | The $2.7M headline is wrong by 7x to 10x against the proposal's own inputs, which compute to $269K. Stripe fees understated by roughly $11K per year. CAC absent entirely. | Financial Integrity |
| Competitive | TeacherLists already solves the identical problem, free, across 2 million lists. Target ships native School List Assist. No technical moat is claimed or demonstrable. | Market Reality |
| Execution | Amazon PA-API 5 removed Cart API support. Target has no self-serve multi-item cart API. Walmart requires separate catalog matching. The core mechanic of the product does not have a supported integration path at any of the three named retailers. | Execution Feasibility |
| Legal | Charitable solicitation registration required in 40+ states at $30K to $75K, plus COPPA exposure and FTC penalty risk. Compliance cost of $60K to $150K exceeds projected Year-1 revenue of $3K to $14K by an order of magnitude. | Legal / Regulatory |
Panel verdict: NO GO, unanimous, zero outliers, tightest spread of the three. Estimated rework 60+ hours. The build estimate of 116 hours was independently judged 4x to 10x too low.