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Intake & triage handled by a document parser, with a human signing rather than writing. Aimed at legal partners, catching the error before it becomes a change order.
In short: Intake Triage for Legal, Run by Extraction is a document parser aimed at legal partners, covering intake & triage. It scores 70/100 on AltF Ideas, carried by moat (84) and held back by open field (40). Typical pricing is $2.4k–$47k per customer per year, with a first version reachable in about a month for $6.5k–$19k.
Legal teams lose the front-desk queue that swallows 8 hours a week. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
Intake & triage handled by a document parser, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $753M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $2.4k – $47k |
| Pricing model | Usage-based |
| Time to first revenue | 38 days |
| Startup cost to MVP | $6.5k – $19k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| 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