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A narrow retrieval engine scoped to training & competency alone — no platform, no migration, no six-month rollout. Aimed at property management owner-operators, finding what the inspector would find, first.
In short: Retrieval Competency Tracker for Property management is a retrieval engine aimed at property management owner-operators, covering training & competency. It scores 81/100 on AltF Ideas, carried by timing (91) and held back by feasibility (61). Typical pricing is $2.4k–$47k per customer per year, with a first version reachable in about a quarter for $17k–$52k.
Property management teams lose certifications that expire before anyone notices. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
Training & competency handled by a retrieval engine, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $474M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $2.4k – $47k |
| Pricing model | Usage-based |
| Time to first revenue | 45 days |
| Startup cost to MVP | $17k – $52k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Property management is growing at roughly 15% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
The data you need lives on paper in a back office; digitisation is half the product.
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