Production AI ordering assistant

Coffee orders, handled by conversational AI.

Kang Ngupi runs WhatsApp ordering for Kedai Ngupi-Ngupi Purwakarta: natural language order capture, delivery fee calculation, QRIS payments, and courier operations.

WhatsApp ordering

Customers order through natural language chat without installing another app.

Delivery operations

Courier-ready workflow with location handoff, status updates, and completion tracking.

QRIS payments

Doku QRIS generation and payment verification are connected to the order flow.

Built for real shop operations, not a prototype.

The system connects an LLM agent runtime, WhatsApp, Supabase, Doku QRIS, Pawoon POS, and a courier dashboard. The Vercel frontend talks to the existing VPS backend while operational workers stay stateful on the server.

130+

Menu items

24/7

Autonomous ordering