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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 logistics dispatchers, charging only when it actually works.
In short: RFP Responder Built for Dispatchers is a retrieval engine aimed at logistics dispatchers, covering RFP response. It scores 72/100 on AltF Ideas, carried by moat (91) and held back by feasibility (35). Typical pricing is $11k–$162k per customer per year, with a first version reachable in six to twelve months for $38k–$121k.
Logistics 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 cost is invisible on any P&L line, which is why it never gets fixed.
A retrieval engine that handles RFP response end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.8B |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $11k – $162k |
| Pricing model | Managed service |
| Time to first revenue | 63 days |
| Startup cost to MVP | $38k – $121k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Logistics is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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