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Proposal writing handled by a retrieval engine, with a human signing rather than writing. Aimed at staffing ops teams, taking the phone queue off a human entirely.
In short: Retrieval Proposal Builder for Staffing is a retrieval engine aimed at staffing ops managers, covering proposal writing. It scores 76/100 on AltF Ideas, carried by moat (90) and held back by open field (29). Typical pricing is $2.2k–$44k per customer per year, with a first version reachable in a weekend for $2.5k–$6.0k.
Staffing teams lose proposals rebuilt from scratch that are 80% identical. Every staffing team solves this the same way: someone stays late. The backlog only surfaces when a customer or an auditor finds it first.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $565M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $2.2k – $44k |
| Pricing model | Usage-based |
| Time to first revenue | 41 days |
| Startup cost to MVP | $2.5k – $6.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. Staffing is growing at roughly 14% 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
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