Home/WhatsApp API/Automation Use Cases

WhatsApp AI Chatbot &
Flows in Action

See exactly how WhatsApp Business API automation works for real Malaysian businesses. These are example conversations showing AI chatbots answering customers 24/7 and WhatsApp Flows collecting information inside the chat — no app switching, no forms to download.

AI Chatbot Examples
WhatsApp Flows Examples
24/7 Automation
AI Chatbot vs WhatsApp Flows

Two Tools, Different Jobs

An AI chatbot has a natural conversation and answers questions. A WhatsApp Flow shows a structured form inside the chat to collect specific information. Most businesses use both together.

AI Chatbot

Understands free-text questions and replies conversationally in Bahasa Malaysia, English, or Chinese. Best for answering FAQs, qualifying leads, and handling support 24/7.

Natural conversation Understands intent Handoff to human

WhatsApp Flows

Shows structured screens — dropdowns, date pickers, input fields — inside WhatsApp. Best for bookings, lead capture, surveys, and any task that needs specific structured data.

Structured forms Date & time pickers No app switching
AI Chatbot

AI Chatbot Use Cases

Real example conversations — the chatbot handles these automatically, any time of day.

1

24/7 Product & FAQ Answers

Customer asks anything — the AI answers instantly without staff.

ShopMart AssistantAI Chatbot · 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
Yes! The TWS Pro earbuds are in stock at RM149. Would you like me to send you the product link or connect you to our sales team? 🎧9:43 PM
2

Lead Qualification

The AI asks the right questions and routes hot leads to your sales team.

PropertyHub BotAI Chatbot · 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
Excellent! We have 3 units matching your budget. I'm connecting you with our agent Sarah who specialises in Mont Kiara — she'll arrange a viewing. 🤝2:17 PM
3

Order Tracking & Support

Handles "where is my order?" automatically — the most common support question.

FashionStore SupportAI Chatbot · 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
WhatsApp Flows

WhatsApp Flows 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

We Build It For You

AI Chatbot and WhatsApp Flows are add-on modules — we design and configure them based on your business. Here's the process.

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.

AI Chatbot and WhatsApp Flows are add-on modules subject to quotation — pricing depends on complexity and the number of flows. The standard per-message rates apply on top. Contact us for a quote. Get a Quote

Ready to Automate Your WhatsApp?

Let us build an AI chatbot and WhatsApp Flows tailored to your business.