New Frontiers for Conversational AI
The landscape of artificial intelligence is shifting from standalone apps toward integrated, conversational interfaces. Recent deployments by major players, including the French hospitality group Accor and the software firm Rabbit, demonstrate a growing push to embed AI agents directly into messaging platforms such as iMessage and WhatsApp. This trend aims to meet users where they already spend their time, replacing cumbersome app-based navigation with natural language interaction.
The underlying reporting is available from hoteldive.com.
Accor announced this week the launch of ALL Concierge, an AI-powered travel tool designed to support guests throughout their entire journey. According to a company release, the tool handles tasks ranging from initial destination discovery and hotel comparison to booking management and post-stay support. The service is being rolled out globally across digital channels, including WhatsApp and iMessage, as part of a strategy to move toward what Accor calls “AI discovery.”
Hospitality and Personal Productivity
For the hospitality sector, this integration is a direct response to changing consumer expectations. Alix Boulnois, Accor’s chief commercial, digital and tech officer, noted that travelers now demand “fast, intuitive and mobile-first interactions.” By integrating into messaging platforms, Accor aims to provide a more personalized, emotionally relevant experience that moves beyond traditional, transactional loyalty programs. The tool acts as a “personal loyalty coach,” allowing guests to use points and update reservations through simple, fluid conversations.
Simultaneously, the software firm Rabbit has taken a different approach with the release of its OS3 platform. Unlike the industry-specific Concierge, OS3 is an “agentic” software platform designed to manage desktop environments, files, and web pages through messaging interfaces like Telegram and iMessage. Rabbit’s Direct Large Action Model (DLAM) technology allows users to send commands from their phones—such as updating a spreadsheet stored on an office computer—which the agent then executes on the connected device.
The Shift Toward Agentic AI
The move toward messaging-based AI reflects a broader industry belief that brands must be built for the way consumers discover information today. As Accor’s SVP of Data Science and AI, Nicolas Maynard, explained, the goal is to create an “intelligent companion” that is always present. This represents a pivot from static digital interfaces to dynamic, agent-led workflows.
Rabbit’s strategy highlights the growing capability of these agents to perform complex, multi-step tasks. By allowing users to connect local models or use API keys from providers like OpenAI and Anthropic, Rabbit is positioning OS3 as an ongoing, unified workspace. The company reported that the system can even handle tasks like representing a user in a Slack conversation using local files, signaling a significant evolution in how AI agents interact with professional communication tools.
Industry Stakes and Future Outlook
For businesses, the integration of AI into messaging platforms carries both opportunity and risk. Accor, for instance, is balancing the convenience of AI with the need for human oversight, ensuring that guests can transition to a human agent whenever necessary. Meanwhile, Rabbit is navigating the challenges of software-as-a-platform, having transitioned its focus from standalone hardware to the more flexible OS3 software model.
As these tools become more prevalent, the standard for digital engagement is evolving toward “mobile-first” availability. Whether in the context of travel planning or desktop task management, the integration of AI into messaging apps signals a future where the interface between human and machine is increasingly mediated by the apps we use for daily communication.