Meituan Launches CatPaw, a Full-Scenario AI Agent Platform Built on a 1.6T-Parameter Model

This month, Meituan LongCat 2.0 was officially open-sourced, with a total of 1.6T parameters, an average activation of about 48B, a dynamic range from 33B to 56B, and native support for 1M ultra-long context. This is the first trillion-parameter model to complete full-process training and inference on 50,000 domestic computing cards. Open-sourcing is only the first step; making LongCat 2.0 a reliable "work partner" in real work tasks is the real test.

Now, Meituan's full-scenario AI Agent platform CatPaw, powered by LongCat 2.0, is officially launched, pushing model capabilities from "runnable" to "usable." CatPaw provides an out-of-the-box AI intelligent workbench and enterprise-grade Agent development and hosting capabilities.

Moreover, leveraging Meituan's over a decade of deep industry accumulation in local life services, CatPaw integrates deep insights into merchant operations, service fulfillment, and consumer decision-making, helping enterprises build AI digital employees and advance business intelligence upgrades.

Currently, CatPaw has been deployed on a large scale within Meituan: covering a cumulative total of 90,000 employees, building 30,000 Agents, and validated in multiple real business scenarios.

Full-Time Operation, Multi-Device Collaboration AI Intelligent Workbench

01 Mobile/PC/Cloud, Full-Time Multi-Device Collaboration

Provides independent mobile App and PC client, with real-time task synchronization and seamless collaboration between both ends. The mobile end supports initiating tasks anytime, checking progress, and remotely confirming key decisions; the PC end focuses on local deep execution, with full capabilities such as file operations, browser control, and terminal commands.

Cloud mode supports 7 × 24 hours uninterrupted operation, unaffected even if the local device is shut down or disconnected. Long-running tasks and scheduled tasks run continuously in the cloud, and results can be viewed anytime by opening a phone or computer upon completion.

02 Deeply Cultivated in Local Life, Integrated with Meituan Business Ecosystem

On top of full-scenario general AI Agent capabilities, CatPaw further integrates Meituan's full-chain industry knowledge in the local life sector. From store operations, review systems, marketing conversion, to fulfillment and delivery, these deep accumulations have been packaged into plug-and-play experts and skills, covering scenarios such as store review diagnosis and optimization, product copy generation, marketing material design evaluation, campaign planning, and operational data analysis.

CatPaw is both a versatile AI assistant for everyone and an intelligent partner that truly understands the local life business.

03 Experts and Skills, Rich Capabilities Ready to Use

CatPaw supports AI experts, each expert integrates multiple skills and sub-agents to efficiently complete complex tasks in specific domains. Install with one click from the expert marketplace to use, or quickly encapsulate your own working methods into a dedicated expert through conversation for team sharing and reuse.

The platform has a built-in rich skill library, ready to use out of the box. The embedded browser also supports one-click recording of operation processes, automatically generating dedicated skills from daily high-frequency workflows, allowing personal and team experience to be accumulated as reusable digital assets.

Supports cross-session long-term memory, automatically remembering user personalized preferences, operation habits, and historical context, maintaining continuous understanding across devices and conversations, getting to know you better the more you use it.

04 Conversation as Delivery, Multi-Agent Autonomous Collaboration

Simply specify the final goal, and the Agent will autonomously plan steps and execute deeply within authorized scope: reading files, operating browsers, running terminal commands, directly delivering usable results such as Excel files, visualization reports, or code.

Facing cross-domain complex tasks, the system dynamically decomposes tasks, scheduling multiple Agents with dedicated tools for concurrent processing. Each Agent operates in an independent environment without interference, progress is visible in real-time, and results are automatically aggregated.

From AI Workbench to Business Systems: Managed Agents

CatPaw Managed Agents is an enterprise-grade AI Agent development and hosting platform, providing an out-of-the-box engineering foundation. Without building underlying infrastructure from scratch, you can quickly build, deploy, and manage dedicated Agents.

01 Digital Employees, Scan to Use with Flexible Configuration

Digital employees are AI virtual colleagues running in IMs like Feishu and WeCom, awakened by @ mentioning. The platform pre-sets multiple role templates, scan to use; Meituan's long-term accumulation in the local life sector has also been solidified into dedicated templates, not just general chatbots, but industry AI assistants that understand the business.

Also supports describing requirements through AI conversation to quickly generate dedicated digital employees. From Agent creation to environment deployment and session initialization, the entire process is automated without manual configuration.

Prompts, knowledge bases, credentials, and tools all support online management, allowing teams to flexibly build according to business scenarios.

02 Enterprise-Grade Security, Data Isolation and Control

Agent runtime environments are strictly isolated, with data invisible between tenants. Credentials are centrally managed, ensuring Agents have zero contact with sensitive assets throughout the process.

Supports hierarchical permission control and private deployment, fully meeting enterprise compliance and security audit requirements.

03 Agent Hosted Operation, Continuously Online

Supports on-demand configuration of runtime environments, one-click hosting and launch, dynamic resource scaling.

Sandbox environments are lightweight and isolated, with cold starts in hundreds of milliseconds, automatically releasing when idle, balancing response speed and cost.

04 Visualized Operations, Full-Link Observability

Provides a unified operations management interface, complete session records retained and traceable, supports online debugging for real-time troubleshooting, model call volume and consumption clearly visible.

Multi-dimensional data statistics and analysis help teams continuously evaluate Agent performance and optimize operational effectiveness.

From Personal Efficiency to Organizational Intelligence: Exploring More Possibilities with Merchants

On top of full-scenario AI capabilities, CatPaw provides organization-level management and control capabilities to meet the management needs of merchants for scaling AI deployment.

CatPaw provides a unified management backend, supporting a team account system. Team members and permissions are centrally managed, usage details and consumption are real-time queryable, costs are clear and controllable. AI experts and skills support centralized configuration and precise distribution by team or role, front-line employees can use them out of the box, quickly transforming AI capabilities into actual productivity.

Additionally, CatPaw provides dedicated experts and skills deeply related to Meituan's business formats, covering multiple industries such as food delivery, service retail, and medical health. Taking service retail as an example, the Meituan merchant operations expert integrates core scenarios such as operational data analysis, review management, and store decoration, helping merchants achieve intelligent operations.

CatPaw will continue to deepen into industry scenarios, making AI Agents truly become digital partners driving business growth. More capabilities are gradually being opened, Meituan partner merchants are sincerely invited to experience them first.

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