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Point a retrieval engine at knowledge capture, and let people review output instead of producing it. Aimed at last-mile delivery dispatchers, holding service constant on a smaller team.
In short: Last-mile delivery Knowledge Base is a retrieval engine aimed at last-mile delivery dispatchers, covering knowledge capture. It scores 75/100 on AltF Ideas, carried by demand (94) and held back by open field (28). Typical pricing is $4.1k–$62k per customer per year, with a first version reachable in six to twelve months for $32k–$104k.
Last-mile delivery teams lose twenty years of know-how walking out at retirement. 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.
A retrieval engine that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $569M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $4.1k – $62k |
| Pricing model | Data subscription |
| Time to first revenue | 68 days |
| Startup cost to MVP | $32k – $104k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Last-mile delivery is growing at roughly 21% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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