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An anomaly detector that sits beside the existing system, reads what it already produces, and closes maintenance planning. Aimed at hvac & plumbing field supervisors, replacing the spreadsheet that currently holds it together.
In short: HVAC & plumbing Maintenance Planner is an anomaly detector aimed at hvac & plumbing field supervisors, covering maintenance planning. It scores 78/100 on AltF Ideas, carried by monetisation (96) and held back by feasibility (55). Typical pricing is $12k–$178k per customer per year, with a first version reachable in six to twelve months for $41k–$138k.
HVAC & plumbing teams lose maintenance done on a calendar rather than on condition. Nobody owns this process, which is exactly why it keeps breaking. Whoever knows how it works becomes a single point of failure.
An anomaly detector that handles maintenance planning end to end and hands a human the exceptions rather than the queue. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $794M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $12k – $178k |
| Pricing model | Managed service |
| Time to first revenue | 64 days |
| Startup cost to MVP | $41k – $138k |
| Build effort | 6-12 months |
Streaming detection became practical without a dedicated data platform. HVAC & plumbing is growing at roughly 16% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| 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 |
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