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A vision model that handles field reporting end to end and hands a human the exceptions rather than the queue. Aimed at trade schools program directors, taking the phone queue off a human entirely.
In short: Trade schools Field Reporter on Vision is a vision model aimed at trade schools program directors, covering field reporting. It scores 71/100 on AltF Ideas, carried by open field (95) and held back by demand (40). Typical pricing is $3.6k–$77k per customer per year, with a first version reachable in six to twelve months for $40k–$95k.
Trade schools teams lose reports typed up in a truck cab after a ten-hour day. A typical trade schools operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
A narrow vision model scoped to field reporting alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $303M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $3.6k – $77k |
| Pricing model | Per-outcome |
| Time to first revenue | 73 days |
| Startup cost to MVP | $40k – $95k |
| Build effort | 6-12 months |
Multimodal models now read a photo of a worksite without custom training. Trade schools 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| An internal hire | Works until volume doubles, then breaks again |
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