Categories / Admin & Back-Office

Pipedream + LLM extract freight bills and customer POs for a small distributor

med specificsAdded 2026-10-14
Business
Small company with accounting/sales team (accounting person posting on HN)
Task
Data entry from freight bills and customer purchase orders; sales-rep PO app; shipping paperwork (BOLs, packing lists, scale tickets)
Result
"Now I just have to review and occasionally make a few tweaks vs. having to enter everything by hand"
Tools
  • Pipedream
  • Airtable
  • LLM extraction
  • Claude Code
  • Antigravity
Setup
  1. Pipedream workflows send freight bills and POs to an LLM to extract data
  2. human reviews
  3. built a small web app so sales reps create their own POs
Source
hn.algolia.com ↗
Specifics rating
med specifics high = concrete numbers/quotes; med = partial; low = qualitative

Results as reported by the source; not independently verified.

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