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CASE STUDY 03

Retail / E-commerce

Halcyon Boutiquecase study.

94% of after-hours enquiries captured

WhatsApp
Online

Hi, do you still have the Luna satin midi dress in champagne, size M?

10:48 PM

Yes, size M is available. There are 2 pieces left at the Orchard outlet and 1 available for same-day courier.

10:48 PM

Would it fit a 73cm waist? I need it for a wedding this Saturday.

10:49 PM

For a 73cm waist, M should fit comfortably. If you prefer a closer silhouette, I can reserve S and M for a fitting.

10:49 PM

Can you reserve both? I can come tomorrow around 1pm.

10:50 PM

Reserved. I also added the matching Isla pearl clutch because it is often paired with this dress. Want to see it?

10:50 PM

Yes, send me the link please.

10:51 PM

Sent the product links, fitting notes, and care guide. I can also prepare a WhatsApp invoice if you want to secure the dress tonight.

10:51 PM

Please send the invoice for the M. I will try the S tomorrow too.

10:52 PM

Done. Invoice sent and your fitting slot is booked for 1:00 PM tomorrow. The team has your size notes and occasion details.

10:52 PM

I will remind you 2 hours before the appointment and notify the stylist if traffic delays your arrival.

10:53 PM

Response Time
4.2 hrsInstant
After-Hours Capture
0%94%
Cost per Ticket
78%
Enquiries Captured
+312/mo

AI Chatbot Integration

The Challenge

Customer enquiries flooded WhatsApp 24/7. Their team couldn't keep up - 60% of after-hours messages went unanswered.

The Pivots

A custom AI chatbot trained on their products and FAQs, integrated with WhatsApp and their CRM. It qualifies leads and routes urgent ones to a human.

Implementation

1

Audited the highest-volume WhatsApp questions and product objections.

2

Trained the assistant on product FAQs, policies, delivery details, and lead qualification rules.

3

Connected qualified enquiries to CRM follow-up paths and urgent cases to the human team.

4

Added reporting so the team could see captured enquiries and support savings.

AI ChatbotWhatsApp APIOpenAICRM Routing

"The assistant catches enquiries while the team sleeps, and customers still get a clear answer immediately."

Start Your Pivot