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A forecasting model that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at legal solo practitioners, built for one person, not a department.
In short: Competency Tracker for Legal, Run by Forecasting is a forecasting model aimed at legal solo practitioners, covering training & competency. It scores 72/100 on AltF Ideas, carried by open field (88) and held back by timing (52). Typical pricing is $2.8k–$56k per customer per year, with a first version reachable in about a month for $7.0k–$19k.
Legal teams lose certifications that expire before anyone notices. It is the kind of task that is too small to fund and too costly to ignore. The error rate is tolerated because measuring it would cost more than the errors.
A forecasting model that sits beside the existing system, reads what it already produces, and closes training & competency. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $2.8k – $56k |
| Pricing model | Usage-based |
| Time to first revenue | 32 days |
| Startup cost to MVP | $7.0k – $19k |
| Build effort | ~1 month |
Forecasting that used to need a data team now runs on off-the-shelf models. 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 generalist AI tool | No domain grounding, so output needs full human review |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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