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Risk assessment handled by a retrieval engine, with a human signing rather than writing. Aimed at logistics dispatchers, built for one person, not a department.
In short: Risk Scorer for Logistics Dispatchers is a retrieval engine aimed at logistics dispatchers, covering risk assessment. It scores 71/100 on AltF Ideas, carried by demand (90) and held back by feasibility (36). Typical pricing is $4.6k–$98k per customer per year, with a first version reachable in six to twelve months for $34k–$92k.
Logistics teams lose risk scored by whoever is free that afternoon. Nobody owns this process, which is exactly why it keeps breaking. 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 per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.0B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $4.6k – $98k |
| Pricing model | Per-outcome |
| Time to first revenue | 60 days |
| Startup cost to MVP | $34k – $92k |
| 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 |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| An internal hire | Works until volume doubles, then breaks again |
Integrations with the incumbent system of record are undocumented and gatekept.
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