AISMITHAI Practice — Built World
AS-001Built work · Case

HostMate. Every guest, every language, every hour.

ClientDubai short-term rental operator
ScopeAI guest support system
Languages30+, auto-detected
Coverage24 / 7
StatusIn Service
Inputs — fragmented
  • Guest message, 02:14, Mandarin
  • Booking data, three platforms
  • Building access rules, PDF
  • House manual, out of date
  • Staff WhatsApp, overloaded
Output — structured
  • Answer in the guest's language, seconds
  • Grounded in verified property knowledge
  • Escalated to a human when it matters
  • Every conversation logged & reviewable

The problem

Short-term rental guests don't message during office hours. They message when their flight lands — at 2 a.m., in Mandarin, Russian, German or Portuguese — and they judge the entire stay by how fast and how well that first message is answered. For the operator, this meant a night-shift problem, a language problem and a consistency problem, all at once: the same twenty questions, asked around the clock, in languages the team didn't speak.

What we built

HostMate is an AI guest-support layer that sits inside the operator's existing messaging channels. It detects the guest's language, answers from the operator's own knowledge — building access, check-in codes, house rules, local recommendations, payment and booking specifics — and hands off to a human the moment a conversation needs one. It doesn't pretend to be a person, and it doesn't guess: when it isn't certain, it escalates.

  • Grounded answers only. Every reply is drawn from the operator's verified property knowledge base — not from the model's imagination.
  • Human handoff by design. Complaints, refunds and edge cases route to staff with full conversational context, translated.
  • Owner-visible. Every conversation is logged, searchable and reviewable — support became an asset instead of a black box.
LIVE CONVERSATION · ANONYMISED 02:14 GST
Guest · RUЗдравствуйте! Мы приехали раньше, багаж очень тяжёлый. Можно оставить вещи где-то до заселения?
HostMate · RUЗдравствуйте! Конечно. В вашем здании есть комната хранения багажа на уровне P1 — консьерж примет вещи по номеру брони. Заселение сегодня возможно с 13:00 вместо 15:00, бесплатно. Подтвердить ранний заезд?
Guest · RUДа, пожалуйста!
HostMate · RUГотово — ранний заезд в 13:00 подтверждён. Код доступа придёт сюда в 12:30. Хорошего отдыха в Дубае!

What changed for the operator

  • First response time went from hours (overnight) to seconds, in the guest's own language.
  • The routine majority of guest questions are resolved without a human touching them; staff time moved to the conversations that actually need judgment.
  • Night coverage stopped being a staffing problem.
What didn't work in v1

The first version answered too much. It tried to handle complaints conversationally, and guests could feel it. We rebuilt the escalation logic so that anything emotional, financial or unusual goes to a human immediately — with the AI briefing the staff member instead of replacing them. The lesson is now practice policy: automate the routine, never the relationship.

Guest messages eating your nights?

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