Home/WhatsApp API/Automation Use Cases

WhatsApp AI Automation
in Action

See exactly how WhatsApp Business API automation works for real Malaysian businesses. These example conversations show AI Reply answering customers 24/7, AI journeys running multi-step processes, and forms collecting information inside the chat, with no app switching.

AI Reply & AI Journeys
In-Chat Forms
24/7 Automation
AI Reply vs AI Journey Builder

Two Tools, Different Jobs

AI Reply answers questions from your own knowledge base. The AI Journey Builder runs multi-step processes: it collects details, calls your systems and routes customers. Most businesses use both together.

WhatsApp AI Reply

Answers free-text questions 24/7 in Bahasa Malaysia, English or Chinese, using only the information you provide. Best for FAQs, product questions and support.

Your own knowledge Set up in minutes Handoff to human

AI Journey Builder

Builds multi-step journeys that ask questions, call your systems, branch on answers and route to the right person. Best for order look-ups, lead qualification, bookings and campaigns.

Connects to your systems AI routing Build it or we build it
AI Reply & AI Journeys

AI Conversation Examples

Example conversations handled automatically, any time of day. Each one is labelled with the tool that runs it.

1

24/7 Product & FAQ Answers

AI Reply answers from your knowledge base, with no staff needed.

ShopMart AssistantAI Reply · Online
Hi, do you deliver to Johor? And what time you open?9:42 PM
Hello! Yes, we deliver nationwide including Johor. Delivery to JB takes 2-3 working days. 🚚9:42 PM
Our store hours are Mon-Sat, 10am-9pm. Our online store and this chat are available 24/7! Is there anything you'd like to order?9:42 PM
Great, do you have the wireless earbuds in stock?9:43 PM
The TWS Pro earbuds are RM149. Here's the product page to check stock and order, or type agent to chat with our sales team. 🎧9:43 PM
2

Lead Qualification

An AI journey asks the right questions, saves the answers and routes hot leads to sales.

PropertyHubAI Journey · Online
I saw your condo listing in Mont Kiara2:15 PM
Great choice! 🏢 To help you better, may I ask — are you looking to buy or rent?2:15 PM
Buy2:16 PM
Perfect. What's your budget range so I can recommend the best units?2:16 PM
Around RM1.2 million2:16 PM
Thank you! I've passed your details to Sarah, our Mont Kiara specialist. She'll share units in your budget and arrange a viewing. 🤝2:17 PM
3

Order Tracking & Support

An AI journey checks your order system and replies with the live status.

FashionStore SupportAI Journey · Online
Where is my order? #ORD-884211:08 AM
Let me check that for you! 📦11:08 AM
Order #ORD-8842 was shipped yesterday via courier. It's currently out for delivery and should arrive today before 6pm. Tracking: SPX12345MY11:08 AM
Perfect thanks!11:09 AM
You're welcome! 😊 Anything else I can help with?11:09 AM
In-Chat Forms

In-Chat Form Use Cases

Structured forms inside WhatsApp — the customer taps and selects instead of typing. Perfect for collecting accurate information.

1

Appointment Booking

Customer books a slot through a guided form — no phone calls needed.

DentalCare ClinicWhatsApp Flow
I want to book a dental check-up3:20 PM
Sure! Tap below to book your appointment in a few taps. 🦷3:20 PM
Book Appointment
Dental Check-up & Cleaning
Sat, 14 June 2026
10:30 AM
Petaling Jaya
✅ Booked! See you Sat 14 June, 10:30 AM at our PJ branch. We'll send a reminder the day before.3:22 PM
2

Lead Capture Form

Collect structured enquiry details that drop straight into your CRM.

AutoLoan MalaysiaWhatsApp Flow
Interested in car loan4:05 PM
Great! Fill in a few details and our team will prepare a quote for you. 🚗4:05 PM
Car Loan Enquiry
Ahmad Faiz
Honda City 2024
RM 90,000
Salaried
✅ Thank you Ahmad! Our loan specialist will WhatsApp you within 1 working hour with an indicative quote.4:06 PM
3

Feedback Survey

Collect ratings and reviews after a purchase or visit — high response rates.

CafeBistro KLWhatsApp Flow
Thanks for dining with us today! 🍽️ Mind sharing quick feedback?8:30 PM
How was your experience?
★ ★ ★ ★ ★
Excellent
YesNo
Great ambience and service!
🙏 Thank you so much for the 5 stars! Here's a 10% off code for your next visit: THANKS108:32 PM
How Setup Works

Build It Yourself, or We Build It

AI Reply takes minutes to set up in your portal, and you can build journeys yourself too. If you'd rather we did it, here's how our done-for-you service works.

1

Tell Us Your Needs

Share your common customer questions, the info you need to collect, and your business workflow. We map out the automation.

2

We Design the Flow

Our team builds the chatbot conversation logic and designs the WhatsApp Flow screens — in your languages and brand tone.

3

Test Together

You test the chatbot and flows on your own number. We refine the responses and form fields until you're happy.

4

Go Live

Your automation goes live. Optionally connect it to your CRM or system so captured data flows automatically.

WhatsApp AI Reply has no extra AI fee; each reply is a standard service message. Done-for-you setup and custom journeys are quoted services, depending on complexity. Contact us for a quote. Get a Quote

Ready to Automate Your WhatsApp?

Set up AI Reply yourself, build your own journeys, or let our team build them for you.