
TourismAI conciergeThailand, Phuket
Client: a premium villa operator in Phuket — 45 villas under management, guests from Europe, the CIS and the Middle East.
Challenge
Guests messaged around the clock on WhatsApp and LINE in five languages; overnight requests were lost, and the front desk drowned in routine questions: Wi-Fi, transfers, tours, maintenance. Upselling (in-villa chef, yacht charter, massage) depended on staff workload and barely happened.
Solution
We deployed a multilingual AI concierge built on an LLM trained on the operator’s knowledge base: villa rules, area guides, service pricing, partner contacts. The assistant works in WhatsApp, LINE and Telegram in English, Russian, German, French and Chinese, escalating complex cases to the duty manager with full conversation history. In every conversation the concierge appropriately offers services: romantic dinners, transfers, island tours.
Results after 3 months
Project stages
- Request audit (1 week) — chat history export, topic classification, scenario design.
- Assistant training (2 weeks) — knowledge base, brand tone of voice, upsell scenarios.
- Integrations (1 week) — PMS, partner pricing, duty-manager escalation.
- Pilot & scale — 10 villas first, then the full portfolio.
Where this applies
Hotels and serviced apartments in Hua Hin, Bangkok and Pattaya; guesthouses at Issyk-Kul; boutique hotels in Istanbul and Antalya — anywhere guests message at night in multiple languages. See AI for tourism and solutions for Thailand.
What happens when a guest complains?
The assistant detects negative sentiment, instantly escalates to the duty manager and flags the conversation as priority — issues never wait until morning.
Can partner services (tours, transfers) be connected?
Yes — partner pricing and slots sync into the knowledge base; bookings go to the partner automatically and you receive the commission.