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Point a vision model at inspection, and let people review output instead of producing it. Aimed at facilities facilities directors, surfacing the exposure nobody has priced.
In short: Facilities Inspection Assistant on Vision is a vision model aimed at facilities facilities directors, covering inspection. It scores 70/100 on AltF Ideas, carried by monetisation (94) and held back by demand (42). Typical pricing is $4.1k–$88k per customer per year, with a first version reachable in about a quarter for $12k–$42k.
Facilities teams lose inspections written up twice — once on paper, once at night. In most facilities businesses this job has never had software written for it. It scales linearly with headcount, so growth makes it worse rather than better.
A vision model that handles inspection end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $517M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.1k – $88k |
| Pricing model | Per-outcome |
| Time to first revenue | 71 days |
| Startup cost to MVP | $12k – $42k |
| Build effort | ~1 quarter |
Multimodal models now read a photo of a worksite without custom training. Facilities is growing at roughly 14% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Integrations with the incumbent system of record are undocumented and gatekept.
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