guest intent across common hotel request types, replies in the guest’s language, and routes structured tasks to the appropriate staff. The platform operates over channels such as WhatsApp and Telegram without requiring a dedicated guest app or property management system integration. GuestSaga also logs interactions and associated revenue in an administrative console for hotel management. The product is designed to support continuous guest engagement, reduce manual handoffs, and increase conversion of requests into billable services.