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Point an optimisation engine at maintenance planning, and let people review output instead of producing it. Aimed at logistics fleet owners, finding what the inspector would find, first.
In short: Logistics Maintenance Planner on Optimisation is an optimisation engine aimed at logistics fleet owners, covering maintenance planning. It scores 72/100 on AltF Ideas, carried by moat (95) and held back by timing (25). Typical pricing is $1.4k–$28k per customer per year, with a first version reachable in about a quarter for $14k–$48k.
Logistics teams lose maintenance done on a calendar rather than on condition. It is the kind of task that is too small to fund and too costly to ignore. It scales linearly with headcount, so growth makes it worse rather than better.
Point an optimisation engine at maintenance 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 | $1.1B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $1.4k – $28k |
| Pricing model | Seat SaaS |
| Time to first revenue | 54 days |
| Startup cost to MVP | $14k – $48k |
| Build effort | ~1 quarter |
Solver capacity that once needed a research budget now runs on commodity hardware. 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 |
|---|---|
| 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The incumbent is a person, and displacing a person is a change-management problem.
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