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Point a document parser at pricing, and let people review output instead of producing it. Aimed at freight brokerage dispatchers, so the work stops following people home.
In short: Freight brokerage Pricing Engine on Extraction is a document parser aimed at freight brokerage dispatchers, covering pricing. It scores 71/100 on AltF Ideas, carried by monetisation (95) and held back by moat (49). Typical pricing is $4.7k–$93k per customer per year, with a first version reachable in about a month for $6.5k–$19k.
Freight brokerage teams lose a price list last revised when costs were 30% lower. Nobody owns this process, which is exactly why it keeps breaking. It scales linearly with headcount, so growth makes it worse rather than better.
Pricing handled by a document parser, with a human signing rather than writing. Revenue is take-rate, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $832M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $4.7k – $93k |
| Pricing model | Take-rate |
| Time to first revenue | 56 days |
| Startup cost to MVP | $6.5k – $19k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. Freight brokerage is growing at roughly 13% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
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