Case study

Resort Front Desk AI

A guest enquiry assistant for island resort teams that answers WhatsApp questions, guides package selection, checks live rates, shares real photos, and hands complex cases to staff.

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Business problem

Peak season enquiries create repetitive work and slow guest replies.
Guests ask about packages, rooms, policies, ferry logistics, child rates, and activities daily.
Pricing changes by date, room type, and season, so static quotes can become outdated.

What the AI does

Instant enquiry handling: answers rooms, activities, dining, facilities, and policies.
Package guidance: qualifies dates, group size, interests, and package fit.
Live rate support: checks website rates and returns clearer pricing guidance.
Multilingual service: supports English, Bahasa Malaysia, and Mandarin conversations.
Human handoff: escalates refunds, changes, complaints, and group bookings with context.

Workflow

Guest enquiry to qualified booking conversation

Assets

Resort knowledge base and 198 real photos across 12 categories

Value

Faster replies, better guest experience, stronger booking confidence

Example workflows

Guest enquiry

WhatsApp receives questions about dates, rooms, packages, transport, activities, or family needs.

AI qualifies trip

The assistant checks group size, preferred dates, language, child rates, package fit, and live pricing guidance.

Helpful response

The guest gets clear package guidance, photo references, rate explanations, or nearby alternatives.

Staff handoff

Refunds, complaints, changes, and group bookings are escalated with conversation context.

Next integration opportunities

Booking or PMS API connection for live inventory and confirmations.
Payment links, CRM guest database updates, and email confirmations.
Post-stay feedback, group booking workflows, analytics, and dynamic upselling.