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2026 In-House Product

LINE
Automation

Business automation shouldn't require a developer on retainer.

Chatbot Booking System CRM LINE Messaging API
LINE Automation mobile view LINE Automation admin dashboard LINE Automation features

LINE Automation is a white-label business automation platform built for service businesses in Thailand and Southeast Asia. It turns a LINE Official Account into a fully automated booking, CRM, and customer communication system — no code required by the end user.

We built the entire stack from scratch: a conversational chatbot that handles booking flows, a real-time admin dashboard for managing customers, bookings, services, and broadcasts, and a built-in LINE Simulator for testing without real LINE credentials. Every component is custom — no third-party automation tools, no Zapier, no Dialogflow.

What We Built

  • Conversational booking chatbot
  • Admin dashboard & CRM
  • Customer management system
  • Service & pricing configuration
  • Booking calendar & confirmations
  • Broadcast messaging system
  • Built-in LINE Simulator
  • Multi-language support (EN/TH)
  • Dark/light theme toggle
  • Analytics & reporting

Tech Stack

  • Node.js backend
  • LINE Messaging API
  • Custom frontend — no frameworks
  • Supabase (database & auth)
  • Webhook-driven architecture
  • Real-time event system
  • VPS deployment
  • Custom scheduling engine
  • Rich message templates
  • Progressive Web App
01

Conversational First

In Thailand, LINE is the default communication channel. We designed the entire booking flow as a natural conversation — customers tap through service menus, pick time slots, and confirm bookings without ever leaving their chat. No app downloads, no website visits required.

02

White-Label Ready

The platform is designed to be re-deployed for any service business — spas, salons, clinics, fitness studios. Each instance gets its own branding, service catalogue, and admin panel. One codebase, infinite configurations. The demo runs as "Serenity Spa & Massage" to showcase the full flow.

03

Full Admin Control

The dashboard gives business owners complete control — manage customers, view today's schedule, send broadcast messages, configure services and pricing, and monitor conversations. All from a single dark-themed interface that works on desktop and mobile.

The full admin dashboard — customer CRM, booking management, broadcast messaging, analytics, and the LINE Simulator — all in one dark-themed interface.

LINE Automation simulator view

A built-in LINE chat simulator lets businesses test their entire booking flow without needing real LINE credentials — perfect for demos and onboarding.

RAAK