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A vision model that handles quality control end to end and hands a human the exceptions rather than the queue. Aimed at legal ops teams, surfacing the exposure nobody has priced.
In short: Legal Quality Inspector is a vision model aimed at legal ops managers, covering quality control. It scores 76/100 on AltF Ideas, carried by timing (91) and held back by feasibility (41). Typical pricing is $2.2k–$45k per customer per year, with a first version reachable in six to twelve months for $31k–$81k.
Legal teams lose defects caught by the customer instead of the line. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
A vision model that handles quality control end to end and hands a human the exceptions rather than the queue. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.2k – $45k |
| Pricing model | Usage-based |
| Time to first revenue | 31 days |
| Startup cost to MVP | $31k – $81k |
| Build effort | 6-12 months |
Multimodal models now read a photo of a worksite without custom training. 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 |
|---|---|
| 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 |
| 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