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Four types of AI Concierge:   dialog interface (no embodiment) – text-based AI Assistants, AI Concierges, AI Agents virtual avatar (embodiment in the virtual world) – video or image-based holographic projection (projection in the physical world) tangible service robot (embodiment in the physical world)   Dialogue interface – text-based or voice-based An AI Concierge with a dialog interface is designed to engage with customers through text or speech.   While it may have a des

Definitions: Traditional Concierge Services (Hospitality) Concierge services in the hospitality industry have a rich tradition of being primarily provided by upscale, luxury hotels catering to wealthy clients such as high-net-worth individuals, executives, VIPs, and celebrities. The core idea of the classic concierge service involves a seasoned assistant who organises and oversees tasks for a busy patron, delivering exceptional personal care, a human touch, professionalism, a

Definition of AI Concierge: An AI Concierge can be defined as a technologically advanced, intelligent and personalised assistant, inspired by the traditional concierge concept. It is designed to cater to a customer’s psychological, emotional, and physical needs throughout their service journey, employing proactive measures to enhance their experience  (Li et al., 2022; Sumner and Quinn, 2017). The concept is often mistakenly equated with chatbots. An AI Concierge differs fro

Regardless the industry of application text-based AI Assistants (BCS-As) are based on LLMs (Large Language Models) agents. Depending on their functionality these LLM agents can be divided into the following types: Task-Specific Agents Conversational Agents Decision Support Agents Workflow Automation Agents Collaborative Agents Predictive Agents Adaptive Learning Agents General Agents As we deal with Bespoke Customer Service Assistants (the BCS-As) for the hospitality indus