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A narrow document parser scoped to intake & triage alone — no platform, no migration, no six-month rollout. Aimed at agriculture agronomists, replacing the spreadsheet that currently holds it together.
In short: Intake Triage for Agriculture, Run by Extraction is a document parser aimed at agriculture agronomists, covering intake & triage. It scores 71/100 on AltF Ideas, carried by open field (95) and held back by demand (28). Typical pricing is $4.6k–$98k per customer per year, with a first version reachable in about a month for $7.0k–$21k.
Agriculture teams lose the front-desk queue that swallows 12 hours a week. A typical agriculture operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
A document parser that handles intake & triage end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.4B |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $4.6k – $98k |
| Pricing model | Per-outcome |
| Time to first revenue | 60 days |
| Startup cost to MVP | $7.0k – $21k |
| Build effort | ~1 month |
Document parsing stopped needing per-layout templates. Agriculture is growing at roughly 22% 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The incumbent is a person, and displacing a person is a change-management problem.
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