Categories / Operations & Inventory

Claude parses Hinglish WhatsApp orders for a family shop, replacing a data-entry salary

high specificsAdded 2026-10-14
Business
Small family grocery/supplies business in India, 40+ WhatsApp orders/day
Task
Reading WhatsApp orders, logging them, sending confirmations
Result
"what used to take 3 hours now happens in 3 seconds"; saves ₹12,500/month (₹1,50,000/year) salary, redeployed to hire a delivery person
Tools
  • n8n
  • WhatsApp Business API (Twilio or Cloud API)
  • Claude API
  • Google Sheets
Setup
  1. Incoming WhatsApp message → n8n webhook → Claude extracts items, quantities, delivery time, notes (Hindi/English/Hinglish) → row in Google Sheet → WhatsApp confirmation
  2. unparseable messages flagged for human
  3. built in ~2 hours
Source
dev.to ↗
Specifics rating
high specifics high = concrete numbers/quotes; med = partial; low = qualitative

Results as reported by the source; not independently verified.

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