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A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Aimed at last-mile delivery dispatchers, finding what the inspector would find, first.
In short: Scheduling for Last-mile delivery, Run by Forecasting is a forecasting model aimed at last-mile delivery dispatchers, covering scheduling. It scores 75/100 on AltF Ideas, carried by demand (95) and held back by open field (39). Typical pricing is $1.0k–$20k per customer per year, with a first version reachable in about a quarter for $12k–$37k.
Last-mile delivery teams lose a calendar rebuilt by hand every time one job slips. The work sits between two systems that were never designed to talk. The backlog only surfaces when a customer or an auditor finds it first.
A forecasting model that sits beside the existing system, reads what it already produces, and closes scheduling. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.2B |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $1.0k – $20k |
| Pricing model | Seat SaaS |
| Time to first revenue | 43 days |
| Startup cost to MVP | $12k – $37k |
| Build effort | ~1 quarter |
Forecasting that used to need a data team now runs on off-the-shelf models. Last-mile delivery is growing at roughly 21% 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 generalist AI tool | No domain grounding, so output needs full human review |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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