Loading page
A retrieval engine that sits beside the existing system, reads what it already produces, and closes risk assessment. Aimed at logistics dispatchers, proving value before anyone signs anything.
In short: Logistics Risk Scorer is a retrieval engine aimed at logistics dispatchers, covering risk assessment. It scores 71/100 on AltF Ideas, carried by demand (96) and held back by feasibility (42). Typical pricing is $1.1k–$21k per customer per year, with a first version reachable in six to twelve months for $30k–$73k.
Logistics teams lose risk scored by whoever is free that afternoon. Every logistics team solves this the same way: someone stays late. Whoever knows how it works becomes a single point of failure.
A narrow retrieval engine scoped to risk assessment alone — no platform, no migration, no six-month rollout. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $662M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $1.1k – $21k |
| Pricing model | Seat SaaS |
| Time to first revenue | 50 days |
| Startup cost to MVP | $30k – $73k |
| 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A generalist AI tool | No domain grounding, so output needs full human review |
The incumbent is a person, and displacing a person is a change-management problem.
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