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A vision model that sits beside the existing system, reads what it already produces, and closes asset tracking. Aimed at logistics fleet owners, at a tenth of what the enterprise suite charges.
In short: Asset Tracker for Logistics, Run by Vision is a vision model aimed at logistics fleet owners, covering asset tracking. It scores 74/100 on AltF Ideas, carried by monetisation (95) and held back by open field (38). Typical pricing is $4.8k–$101k per customer per year, with a first version reachable in six to twelve months for $37k–$110k.
Logistics teams lose equipment located by asking around. A typical logistics operation runs this on people, memory, and a shared spreadsheet. It scales linearly with headcount, so growth makes it worse rather than better.
A vision model that handles asset tracking end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $2.0B |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $4.8k – $101k |
| Pricing model | Per-outcome |
| Time to first revenue | 77 days |
| Startup cost to MVP | $37k – $110k |
| Build effort | 6-12 months |
Multimodal models now read a photo of a worksite without custom training. 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 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 |
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