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Point a document parser at shift handover, and let people review output instead of producing it. Aimed at last-mile delivery owner-operators, taking the phone queue off a human entirely.
In short: Extraction Handover Recorder for Last-mile delivery is a document parser aimed at last-mile delivery owner-operators, covering shift handover. It scores 74/100 on AltF Ideas, carried by monetisation (95) and held back by open field (37). Typical pricing is $3.8k–$80k per customer per year, with a first version reachable in about a quarter for $15k–$49k.
Last-mile delivery teams lose a whiteboard that loses half of what the last crew knew. In most last-mile delivery businesses this job has never had software written for it. Most operators assume this is simply the cost of doing business.
A narrow document parser scoped to shift handover alone — no platform, no migration, no six-month rollout. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $990M |
|---|---|
| Category growth (CAGR) | 22% |
| Annual contract value | $3.8k – $80k |
| Pricing model | Per-outcome |
| Time to first revenue | 67 days |
| Startup cost to MVP | $15k – $49k |
| Build effort | ~1 quarter |
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 |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| 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 |
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