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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at veterinary technicians, replacing the spreadsheet that currently holds it together.
In short: Retrieval-Powered Proposal Builder for Technicians is a retrieval engine aimed at veterinary technicians, covering proposal writing. It scores 79/100 on AltF Ideas, carried by moat (92) and held back by monetisation (46). Typical pricing is $1.1k–$21k per customer per year, with a first version reachable in about a month for $5.5k–$13k.
Veterinary teams lose proposals rebuilt from scratch that are 80% identical. Nobody owns this process, which is exactly why it keeps breaking. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow retrieval engine scoped to proposal writing 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 | $830M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $1.1k – $21k |
| Pricing model | Seat SaaS |
| Time to first revenue | 39 days |
| Startup cost to MVP | $5.5k – $13k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Veterinary is growing at roughly 16% 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 |
| A generalist AI tool | No domain grounding, so output needs full human review |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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