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Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at architecture ops teams, charging only when it actually works.
In short: RFP Responder for Architecture, Run by Retrieval is a retrieval engine aimed at architecture ops managers, covering RFP response. It scores 73/100 on AltF Ideas, carried by moat (91) and held back by demand (55). Typical pricing is $800–$9.0k per customer per year, with a first version reachable in about a quarter for $12k–$34k.
Architecture teams lose a 200-question RFP answered by six people over a week. Every architecture team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
Point a retrieval engine at RFP response, and let people review output instead of producing it. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $335M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $800 – $9.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 22 days |
| Startup cost to MVP | $12k – $34k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Architecture 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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