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Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Aimed at freight brokerage brokers, replacing the spreadsheet that currently holds it together.
In short: Proposal Builder for Freight brokerage, Run by Long context is a long-context reviewer aimed at freight brokerage brokers, covering proposal writing. It scores 80/100 on AltF Ideas, carried by timing (89) and held back by feasibility (54). Typical pricing is $13k–$187k per customer per year, with a first version reachable in six to twelve months for $43k–$112k.
Freight brokerage teams lose proposals rebuilt from scratch that are 80% identical. 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 narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.0B |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $13k – $187k |
| Pricing model | Managed service |
| Time to first revenue | 65 days |
| Startup cost to MVP | $43k – $112k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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