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A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at real estate property managers, holding service constant on a smaller team.
In short: Intake Triage for Real estate, Run by Extraction is a document parser aimed at real estate property managers, covering intake & triage. It scores 70/100 on AltF Ideas, carried by demand (92) and held back by open field (31). Typical pricing is $1.4k–$29k per customer per year, with a first version reachable in about a month for $5.5k–$20k.
Real estate teams lose the front-desk queue that swallows 13 hours a week. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $938M |
|---|---|
| Category growth (CAGR) | 10% |
| Annual contract value | $1.4k – $29k |
| Pricing model | Seat SaaS |
| Time to first revenue | 52 days |
| Startup cost to MVP | $5.5k – $20k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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