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Point a forecasting model at route planning, and let people review output instead of producing it. Aimed at freight brokerage dispatchers, holding service constant on a smaller team.
In short: Freight brokerage Route Optimiser on Forecasting is a forecasting model aimed at freight brokerage dispatchers, covering route planning. It scores 73/100 on AltF Ideas, carried by demand (88) and held back by feasibility (56). Typical pricing is $1.1k–$21k per customer per year, with a first version reachable in about a quarter for $13k–$34k.
Freight brokerage teams lose routes cut once a year and patched ever since. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
Point a forecasting model at route planning, and let people review output instead of producing it. Revenue is seat saas, 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) | 15% |
| Annual contract value | $1.1k – $21k |
| Pricing model | Seat SaaS |
| Time to first revenue | 42 days |
| Startup cost to MVP | $13k – $34k |
| Build effort | ~1 quarter |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 |
| 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