We build secure, multi-tenant automation systems for South African Wholesalers and HVAC Operators. Supabase infrastructure. Strict human-in-the-loop finance.
How WhatsApp data becomes a Draft Invoice safely.
Customer sends colloquial order via WhatsApp. Webhook caught by Netlify Edge.
LLM strictly extracts JSON. If confidence < 85%, bot halts and asks for clarification.
Data hits Google Sheets UI. Human reviews parsed JSON and marks row as 'Approved'.
Supabase triggers Zoho Invoice. Status hardcoded to DRAFT. No AI touches pricing.
Select your operational environment.
Converts unstructured WhatsApp messages into highly structured, human-approved draft invoices.
Replaces vulnerable paper logbooks with an immutable Supabase ledger. Automates technician job cards.