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Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at last-mile delivery ops teams, holding service constant on a smaller team.
In short: Last-mile delivery Proposal Builder on Retrieval is a retrieval engine aimed at last-mile delivery ops managers, covering proposal writing. It scores 74/100 on AltF Ideas, carried by timing (90) and held back by open field (29). Typical pricing is $12k–$183k per customer per year, with a first version reachable in about a quarter for $12k–$43k.
Last-mile delivery teams lose proposals rebuilt from scratch that are 80% identical. A typical last-mile delivery operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.5B |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $12k – $183k |
| Pricing model | Managed service |
| Time to first revenue | 80 days |
| Startup cost to MVP | $12k – $43k |
| Build effort | ~1 quarter |
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 |
|---|---|
| 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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