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A retrieval engine that sits beside the existing system, reads what it already produces, and closes training & competency. Aimed at accounting firm owners, holding service constant on a smaller team.
In short: Competency Tracker Built for Firm Owners is a retrieval engine aimed at accounting firm owners, covering training & competency. It scores 76/100 on AltF Ideas, carried by monetisation (94) and held back by open field (27). Typical pricing is $4.7k–$101k per customer per year, with a first version reachable in six to twelve months for $35k–$124k.
Accounting teams lose certifications that expire before anyone notices. Every accounting team solves this the same way: someone stays late. Whoever knows how it works becomes a single point of failure.
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 | $374M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $4.7k – $101k |
| Pricing model | Per-outcome |
| Time to first revenue | 81 days |
| Startup cost to MVP | $35k – $124k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Accounting is growing at roughly 11% 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 |
| 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 |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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