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Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at staffing agency owners, going after the low-value tail everyone else skips.
In short: Automated Proposal Builder for Staffing is a long-context reviewer aimed at staffing agency owners, covering proposal writing. It scores 74/100 on AltF Ideas, carried by monetisation (93) and held back by feasibility (32). Typical pricing is $4.8k–$103k per customer per year, with a first version reachable in six to twelve months for $38k–$104k.
Staffing teams lose proposals rebuilt from scratch that are 80% identical. In most staffing businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $375M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.8k – $103k |
| Pricing model | Per-outcome |
| Time to first revenue | 80 days |
| Startup cost to MVP | $38k – $104k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
The incumbent is a person, and displacing a person is a change-management problem.
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