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A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Aimed at government program directors, writing down what only one person knows.
In short: Government RFP Responder on Retrieval is a retrieval engine aimed at government program directors, covering RFP response. It scores 74/100 on AltF Ideas, carried by open field (95) and held back by monetisation (58). Typical pricing is $10k–$104k per customer per year, with a first version reachable in about a quarter for $13k–$41k.
Government teams lose a 200-question RFP answered by six people over a week. Every government team solves this the same way: someone stays late. Most operators assume this is simply the cost of doing business.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Revenue is site licence, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.4B |
|---|---|
| Category growth (CAGR) | 8% |
| Annual contract value | $10k – $104k |
| Pricing model | Site licence |
| Time to first revenue | 100 days |
| Startup cost to MVP | $13k – $41k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Government is growing at roughly 10% 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 internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
Integrations with the incumbent system of record are undocumented and gatekept.
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