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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at accounting ops teams, closing the loop while everyone is asleep.
In short: Accounting Proposal Builder on Retrieval is a retrieval engine aimed at accounting ops managers, covering proposal writing. It scores 71/100 on AltF Ideas, carried by moat (92) and held back by feasibility (47). Typical pricing is $4.3k–$64k per customer per year, with a first version reachable in six to twelve months for $31k–$95k.
Accounting teams lose proposals rebuilt from scratch that are 80% identical. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $754M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $4.3k – $64k |
| Pricing model | Data subscription |
| Time to first revenue | 60 days |
| Startup cost to MVP | $31k – $95k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Accounting is growing at roughly 11% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| 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 incumbent suite | Sells a platform; this job is one neglected module inside it |
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