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A vision model that handles inspection end to end and hands a human the exceptions rather than the queue. Aimed at security services field supervisors, built for one person, not a department.
In short: Vision Inspection Assistant for Security services is a vision model aimed at security services field supervisors, covering inspection. It scores 72/100 on AltF Ideas, carried by open field (94) and held back by feasibility (33). Typical pricing is $4.0k–$85k per customer per year, with a first version reachable in six to twelve months for $27k–$92k.
Security services teams lose inspections written up twice — once on paper, once at night. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
Point a vision model at inspection, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $666M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $4.0k – $85k |
| Pricing model | Per-outcome |
| Time to first revenue | 61 days |
| Startup cost to MVP | $27k – $92k |
| Build effort | 6-12 months |
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 |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| A generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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