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A narrow classifier scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at veterinary office managers, writing down what only one person knows.
In short: Veterinary Intake Triage is a classifier aimed at veterinary office managers, covering intake & triage. It scores 72/100 on AltF Ideas, carried by feasibility (91) and held back by moat (38). Typical pricing is $4.9k–$104k per customer per year, with a first version reachable in a weekend for $2.0k–$6.0k.
Veterinary teams lose the front-desk queue that swallows 14 hours a week. Every veterinary team solves this the same way: someone stays late. The cost is invisible on any P&L line, which is why it never gets fixed.
Point a classifier at intake & triage, 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 | $996M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $4.9k – $104k |
| Pricing model | Per-outcome |
| Time to first revenue | 62 days |
| Startup cost to MVP | $2.0k – $6.0k |
| Build effort | Weekend |
Classification quality crossed the threshold where a human stops double-checking. Veterinary is growing at roughly 16% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
The incumbent is a person, and displacing a person is a change-management problem.
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