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Inspection handled by a vision model, with a human signing rather than writing. Aimed at architecture project architects, at a tenth of what the enterprise suite charges.
In short: Automated Inspection Assistant for Architecture is a vision model aimed at architecture project architects, covering inspection. It scores 70/100 on AltF Ideas, carried by timing (85) and held back by feasibility (53). Typical pricing is $3.9k–$59k per customer per year, with a first version reachable in six to twelve months for $35k–$113k.
Architecture teams lose inspections written up twice — once on paper, once at night. In most architecture businesses this job has never had software written for it. The backlog only surfaces when a customer or an auditor finds it first.
Point a vision model at inspection, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $498M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $3.9k – $59k |
| Pricing model | Data subscription |
| Time to first revenue | 65 days |
| Startup cost to MVP | $35k – $113k |
| Build effort | 6-12 months |
Multimodal models now read a photo of a worksite without custom training. Architecture 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 generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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