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Point a vision model at inspection, and let people review output instead of producing it. Aimed at security services field supervisors, proving value before anyone signs anything.
In short: Inspection Assistant Built for Field Supervisors is a vision model aimed at security services field supervisors, covering inspection. It scores 75/100 on AltF Ideas, carried by moat (84) and held back by monetisation (51). Typical pricing is $2.1k–$42k per customer per year, with a first version reachable in about a month for $5.0k–$18k.
Security services teams lose inspections written up twice — once on paper, once at night. Every security services team solves this the same way: someone stays late. Whoever knows how it works becomes a single point of failure.
A vision model that handles inspection 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 | $281M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $2.1k – $42k |
| Pricing model | Usage-based |
| Time to first revenue | 50 days |
| Startup cost to MVP | $5.0k – $18k |
| Build effort | ~1 month |
Multimodal models now read a photo of a worksite without custom training. Security services 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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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 |
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