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Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at trade schools registrars, finding what the inspector would find, first.
In short: Retrieval-Powered Competency Tracker for Registrars is a retrieval engine aimed at trade schools registrars, covering training & competency. It scores 70/100 on AltF Ideas, carried by timing (92) and held back by demand (50). Typical pricing is $1.0k–$20k per customer per year, with a first version reachable in a weekend for $2.5k–$9.0k.
Trade schools teams lose certifications that expire before anyone notices. Every trade schools team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $276M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $1.0k – $20k |
| Pricing model | Seat SaaS |
| Time to first revenue | 43 days |
| Startup cost to MVP | $2.5k – $9.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. Trade schools is growing at roughly 15% 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 |
| An internal hire | Works until volume doubles, then breaks again |
| 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