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A document parser that sits beside the existing system, reads what it already produces, and closes intake & triage. Aimed at last-mile delivery owner-operators, unbundling the one module people actually use.
In short: Intake Triage for Last-mile delivery, Run by Extraction is a document parser aimed at last-mile delivery owner-operators, covering intake & triage. It scores 74/100 on AltF Ideas, carried by demand (89) and held back by open field (27). Typical pricing is $1.0k–$11k per customer per year, with a first version reachable in a weekend for $2.5k–$7.0k.
Last-mile delivery teams lose the front-desk queue that swallows 14 hours a week. Every last-mile delivery team solves this the same way: someone stays late. Most operators assume this is simply the cost of doing business.
Point a document parser at intake & triage, and let people review output instead of producing it. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $1.0k – $11k |
| Pricing model | Flat SaaS |
| Time to first revenue | 24 days |
| Startup cost to MVP | $2.5k – $7.0k |
| Build effort | Weekend |
Document parsing stopped needing per-layout templates. Last-mile delivery is growing at roughly 21% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
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