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Point an anomaly detector at maintenance planning, and let people review output instead of producing it. Aimed at maritime surveyors, writing down what only one person knows.
In short: Maintenance Planner Built for Surveyors is an anomaly detector aimed at maritime surveyors, covering maintenance planning. It scores 71/100 on AltF Ideas, carried by open field (96) and held back by demand (50). Typical pricing is $3.3k–$70k per customer per year, with a first version reachable in about a quarter for $14k–$35k.
Maritime teams lose maintenance done on a calendar rather than on condition. 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.
Maintenance planning handled by an anomaly detector, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $69M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $3.3k – $70k |
| Pricing model | Per-outcome |
| Time to first revenue | 66 days |
| Startup cost to MVP | $14k – $35k |
| Build effort | ~1 quarter |
Streaming detection became practical without a dedicated data platform. Maritime is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Trust has to be earned before anyone lets this run unsupervised.
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