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A retrieval engine that handles knowledge capture end to end and hands a human the exceptions rather than the queue. Aimed at real estate brokers, replacing the spreadsheet that currently holds it together.
In short: Knowledge Base for Real estate, Run by Retrieval is a retrieval engine aimed at real estate brokers, covering knowledge capture. It scores 72/100 on AltF Ideas, carried by demand (92) and held back by feasibility (28). Typical pricing is $14k–$207k per customer per year, with a first version reachable in six to twelve months for $43k–$107k.
Real estate teams lose twenty years of know-how walking out at retirement. The work sits between two systems that were never designed to talk. Whoever knows how it works becomes a single point of failure.
Knowledge capture handled by a retrieval engine, with a human signing rather than writing. Revenue is managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $623M |
|---|---|
| Category growth (CAGR) | 15% |
| Annual contract value | $14k – $207k |
| Pricing model | Managed service |
| Time to first revenue | 81 days |
| Startup cost to MVP | $43k – $107k |
| 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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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 |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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