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A narrow optimisation engine scoped to pricing alone — no platform, no migration, no six-month rollout. Aimed at logistics dispatchers, catching the error before it becomes a change order.
In short: Optimisation Pricing Engine for Logistics is an optimisation engine aimed at logistics dispatchers, covering pricing. It scores 74/100 on AltF Ideas, carried by demand (96) and held back by feasibility (28). Typical pricing is $13k–$198k per customer per year, with a first version reachable in six to twelve months for $32k–$84k.
Logistics teams lose a price list last revised when costs were 30% lower. 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.
Point an optimisation engine at pricing, and let people review output instead of producing it. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.7B |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $13k – $198k |
| Pricing model | Managed service |
| Time to first revenue | 83 days |
| Startup cost to MVP | $32k – $84k |
| 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 |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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