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Point a long-context reviewer at RFP response, and let people review output instead of producing it. Aimed at trade schools program directors, replacing the spreadsheet that currently holds it together.
In short: RFP Responder Built for Program Directors is a long-context reviewer aimed at trade schools program directors, covering RFP response. It scores 73/100 on AltF Ideas, carried by open field (89) and held back by feasibility (52). Typical pricing is $4.3k–$92k per customer per year, with a first version reachable in six to twelve months for $32k–$89k.
Trade schools teams lose a 200-question RFP answered by six people over a week. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes RFP response. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $219M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $4.3k – $92k |
| Pricing model | Per-outcome |
| Time to first revenue | 81 days |
| Startup cost to MVP | $32k – $89k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. Trade schools is growing at roughly 15% 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 |
| 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 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