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Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at logistics dispatchers, going after the low-value tail everyone else skips.
In short: Automated Risk Scorer for Logistics is a retrieval engine aimed at logistics dispatchers, covering risk assessment. It scores 71/100 on AltF Ideas, carried by moat (88) and held back by feasibility (43). Typical pricing is $1.1k–$12k per customer per year, with a first version reachable in six to twelve months for $28k–$96k.
Logistics teams lose risk scored by whoever is free that afternoon. In most logistics businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
Risk assessment handled by a retrieval engine, with a human signing rather than writing. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.9B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $1.1k – $12k |
| Pricing model | Flat SaaS |
| Time to first revenue | 42 days |
| Startup cost to MVP | $28k – $96k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Logistics is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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