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Risk assessment handled by an anomaly detector, with a human signing rather than writing. Aimed at government program directors, holding service constant on a smaller team.
In short: Government Risk Scorer is an anomaly detector aimed at government program directors, covering risk assessment. It scores 71/100 on AltF Ideas, carried by moat (93) and held back by timing (46). Typical pricing is $5.1k–$76k per customer per year, with a first version reachable in about a quarter for $14k–$31k.
Government teams lose risk scored by whoever is free that afternoon. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
Point an anomaly detector at risk assessment, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $5.1k – $76k |
| Pricing model | Data subscription |
| Time to first revenue | 67 days |
| Startup cost to MVP | $14k – $31k |
| Build effort | ~1 quarter |
Streaming detection became practical without a dedicated data platform. Government is growing at roughly 10% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The data you need lives on paper in a back office; digitisation is half the product.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow