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Point an optimisation engine at inventory planning, and let people review output instead of producing it. Aimed at logistics fleet owners, so the work stops following people home.
In short: Automated Inventory Planner for Logistics is an optimisation engine aimed at logistics fleet owners, covering inventory planning. It scores 71/100 on AltF Ideas, carried by demand (95) and held back by feasibility (26). Typical pricing is $2.3k–$46k per customer per year, with a first version reachable in six to twelve months for $28k–$68k.
Logistics teams lose stockouts on the fast movers and cash tied up in the slow ones. A typical logistics operation runs this on people, memory, and a shared spreadsheet. Whoever knows how it works becomes a single point of failure.
An optimisation engine that handles inventory planning end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $697M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $2.3k – $46k |
| Pricing model | Usage-based |
| Time to first revenue | 43 days |
| Startup cost to MVP | $28k – $68k |
| Build effort | 6-12 months |
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 generalist AI tool | No domain grounding, so output needs full human review |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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