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Point a retrieval engine at training & competency, and let people review output instead of producing it. Aimed at architecture principals, charging only when it actually works.
In short: Competency Tracker for Architecture, Run by Retrieval is a retrieval engine aimed at architecture principals, covering training & competency. It scores 70/100 on AltF Ideas, carried by monetisation (93) and held back by demand (42). Typical pricing is $9.3k–$140k per customer per year, with a first version reachable in about a quarter for $16k–$41k.
Architecture teams lose certifications that expire before anyone notices. Every architecture team solves this the same way: someone stays late. The backlog only surfaces when a customer or an auditor finds it first.
A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $284M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $9.3k – $140k |
| Pricing model | Managed service |
| Time to first revenue | 86 days |
| Startup cost to MVP | $16k – $41k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Architecture 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 generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Integrations with the incumbent system of record are undocumented and gatekept.
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