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Point a retrieval engine at RFP response, and let people review output instead of producing it. Aimed at logistics dispatchers, starting from data the business already produces.
In short: Logistics RFP Responder on Retrieval is a retrieval engine aimed at logistics dispatchers, covering RFP response. It scores 74/100 on AltF Ideas, carried by demand (94) and held back by open field (32). Typical pricing is $14k–$209k per customer per year, with a first version reachable in about a quarter for $13k–$30k.
Logistics teams lose a 200-question RFP answered by six people over a week. The work sits between two systems that were never designed to talk. 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 managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $889M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $14k – $209k |
| Pricing model | Managed service |
| Time to first revenue | 64 days |
| Startup cost to MVP | $13k – $30k |
| Build effort | ~1 quarter |
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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
The data you need lives on paper in a back office; digitisation is half the product.
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