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A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at staffing schedulers, taking the phone queue off a human entirely.
In short: Proposal Builder for Staffing Schedulers is a retrieval engine aimed at staffing schedulers, covering proposal writing. It scores 74/100 on AltF Ideas, carried by monetisation (94) and held back by feasibility (34). Typical pricing is $4.0k–$86k per customer per year, with a first version reachable in six to twelve months for $38k–$84k.
Staffing teams lose proposals rebuilt from scratch that are 80% identical. The work sits between two systems that were never designed to talk. The backlog only surfaces when a customer or an auditor finds it first.
A narrow retrieval engine 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 | $1.0B |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $4.0k – $86k |
| Pricing model | Per-outcome |
| Time to first revenue | 63 days |
| Startup cost to MVP | $38k – $84k |
| Build effort | 6-12 months |
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 spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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