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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at agriculture agronomists, replacing the spreadsheet that currently holds it together.
In short: Proposal Builder for Agriculture, Run by Retrieval is a retrieval engine aimed at agriculture agronomists, covering proposal writing. It scores 70/100 on AltF Ideas, carried by moat (96) and held back by monetisation (34). Typical pricing is $2.5k–$51k per customer per year, with a first version reachable in about a quarter for $12k–$35k.
Agriculture teams lose proposals rebuilt from scratch that are 80% identical. Nobody owns this process, which is exactly why it keeps breaking. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $966M |
|---|---|
| Category growth (CAGR) | 25% |
| Annual contract value | $2.5k – $51k |
| Pricing model | Usage-based |
| Time to first revenue | 33 days |
| Startup cost to MVP | $12k – $35k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Agriculture is growing at roughly 22% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The data you need lives on paper in a back office; digitisation is half the product.
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