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Point a classifier at intake & triage, and let people review output instead of producing it. Aimed at legal ops teams, taking the phone queue off a human entirely.
In short: Intake Triage Built for Ops Teams is a classifier aimed at legal ops managers, covering intake & triage. It scores 76/100 on AltF Ideas, carried by feasibility (91) and held back by open field (51). Typical pricing is $3.9k–$84k per customer per year, with a first version reachable in a weekend for $2.0k–$6.0k.
Legal teams lose the front-desk queue that swallows 8 hours a week. A typical legal operation runs this on people, memory, and a shared spreadsheet. It scales linearly with headcount, so growth makes it worse rather than better.
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 | $577M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $3.9k – $84k |
| Pricing model | Per-outcome |
| Time to first revenue | 65 days |
| Startup cost to MVP | $2.0k – $6.0k |
| Build effort | Weekend |
Classification quality crossed the threshold where a human stops double-checking. Legal is growing at roughly 12% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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