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A retrieval engine that handles training & competency end to end and hands a human the exceptions rather than the queue. Aimed at architecture ops teams, starting from data the business already produces.
In short: Architecture Competency Tracker on Retrieval is a retrieval engine aimed at architecture ops managers, covering training & competency. It scores 75/100 on AltF Ideas, carried by timing (91) and held back by feasibility (58). Typical pricing is $2.9k–$63k per customer per year, with a first version reachable in about a quarter for $12k–$27k.
Architecture teams lose certifications that expire before anyone notices. In most architecture businesses this job has never had software written for it. Whoever knows how it works becomes a single point of failure.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $224M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $2.9k – $63k |
| Pricing model | Per-outcome |
| Time to first revenue | 59 days |
| Startup cost to MVP | $12k – $27k |
| 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 |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
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