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A narrow retrieval engine scoped to compliance audit alone — no platform, no migration, no six-month rollout. Aimed at real estate brokers, catching the error before it becomes a change order.
In short: Retrieval Compliance Auditor for Real estate is a retrieval engine aimed at real estate brokers, covering compliance audit. It scores 71/100 on AltF Ideas, carried by demand (90) and held back by open field (28). Typical pricing is $4.8k–$102k per customer per year, with a first version reachable in six to twelve months for $28k–$93k.
Real estate teams lose an audit prepared in a two-week panic every year. The work sits between two systems that were never designed to talk. The backlog only surfaces when a customer or an auditor finds it first.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes compliance audit. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.8B |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $4.8k – $102k |
| Pricing model | Per-outcome |
| Time to first revenue | 72 days |
| Startup cost to MVP | $28k – $93k |
| Build effort | 6-12 months |
Retrieval over private documents became cheap enough to run per query. Real estate is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| 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 |
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