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A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at legal solo practitioners, unbundling the one module people actually use.
In short: Legal Competency Tracker on Retrieval is a retrieval engine aimed at legal solo practitioners, covering training & competency. It scores 76/100 on AltF Ideas, carried by monetisation (91) and held back by open field (36). Typical pricing is $4.9k–$104k per customer per year, with a first version reachable in about a month for $6.0k–$20k.
Legal teams lose certifications that expire before anyone notices. The work sits between two systems that were never designed to talk. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $504M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $4.9k – $104k |
| Pricing model | Per-outcome |
| Time to first revenue | 71 days |
| Startup cost to MVP | $6.0k – $20k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. 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 |
| A generalist AI tool | No domain grounding, so output needs full human review |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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