M4 Robot Fleet Management System

M4 Smart Robot Management System

M4 智能机器人管理系统

M4 is an intelligent robot management system launched by SEER. Based on cutting-edge development technologies, robot planning and control algorithms, and AI LLM, M4 features a modern, friendly, and easy-to-use interface, with full mobile support.

It is an all-in-one integrated system that simplifies the management of robot scheduling, warehouse operations, and delivery logistics. While prioritizing flexibility, M4 minimizes configuration efforts, balancing adaptability, stability, and rapid deployment. With fully open APIs, users can customize business logic through low-code interfaces and Python scripts.

M4 incorporates SEER’s extensive experience from over 4,000 robot projects, embedding diverse requirements and best practices into its features, configuration options, business objects, task components, and standardized workflows. It is widely applicable to various robotic warehousing and distribution scenarios.

Theme 2026

2026 | BREAK IT THROUGH

M4 Product Roadmap: Recent Releases & 2026 Plan:

M4 Boot

M4 Boot is a lightweight yet efficient tool for launching and managing M4 applications, designed to deliver a clear and smooth user experience.It prioritizes user-friendly design — intuitive operation and clear information presentation.
From installation and version selection to runtime monitoring and environment configuration, every step is presented through clean visuals and logical hierarchy, ensuring natural workflow, lowering barriers to use, and enhancing efficiency.

Windows

macOS

Linux

Using M4 Boot means:

Install easier

Start faster

Version upgrade automatically

Runtime monitoring

Project management

Environment Deployment

M4 Boot, makes M4 easier.

M4 Robot Fleet Management System

The M4 Smart Robot Management System is SEER Robotics' third-generation scheduling product, built upon over 8 years of expertise and more than 1,000 successful project implementations. It delivers an integrated intelligent scheduling solution for comprehensive warehousing and distribution scenarios.

The system deeply integrates seven core advantages: business insight, advanced architecture, comprehensive functionality, leading algorithms, high scalability, ease of operation, and simulation capabilities. Compatible with SEER's full range of robots and select third-party vehicle models, it supports ultra-large-scale scheduling across millions of storage locations and hundreds of thousands of waypoints. A single system can efficiently coordinate 100+ robots of multiple types within one zone, or 300+ robots of a single type.

From dynamic task dispatching and intelligent path planning to cross-zone scheduling and automatic crash recovery, from low-code Falcon task customization to full-process simulation testing, the M4 scheduling system deeply integrates standardized functions with customized business requirements, empowering industrial logistics and warehouse sorting scenarios to achieve cost reduction, efficiency improvement, and intelligent upgrading.

M4 Copilot：LLM-Based Robot Management Assistant

World's First Deployed AI Agent for Multi-Robot Scheduling & Management

What is the M4 Copilot?

The M4 AI Copilot is the industry's first intelligent agent to deeply integrate LLM with robotics. It excels in industrial logistics while also delivering cross-scenario, multi-domain deployment capabilities.Through natural language interaction, it eliminates traditional form-filling and complex configurations. Users simply speak their needs—the AI understands the intent, asks follow-up questions when needed, and executes precisely, achieving true "just speak and it work."

Whether it’s robot scheduling and warehouse management in industrial settings, or route planning and order tracking in commercial delivery, M4 responds flexibly to diverse business needs through a unified interface. It overcomes the industry challenge of "high customization costs vs. poor usability," dramatically reducing the complexity of secondary development and system adaptation.M4 enables continuous product evolution. When robots malfunction or tasks are blocked, traditional solutions require lengthy processes such as hardware selection, interface design, and function development. Now, through voice interaction and large-model intelligence, the system can diagnose issues in real time, retrieve data, and proactively generate solutions. All these capabilities are built on the "M4 Robotics Foundation Model." Enhanced with expertise in robot management, business workflows, and multi-scenario understanding, it masters not only industrial scheduling and operations but also adapts to commercial delivery, service, and interaction tasks.

M4 is driving an AI interaction revolution—making intelligent response scenario-agnostic and complex systems as simple as conversation.

"We initially doubted whether LLM were just a gimmick, but the results far exceeded expectations. Her potential to understand business operations and adapt to multiple scenarios made us realize—this time, AI can truly help us manage and control robots."

—— M4 Copilot team

Key Features

Production-Ready

Deployed in real-world projects, not limited to demos

Plug-and-Play

No training needed. Supports quick integration and one-click deployment

Context-Aware

Deep comprehension of robot commands, order workflows, and operational logic

Open & Adaptable

Compatible with leading large models, enabling flexible switching and scalable expansion

M4 Copilot：LLM-Based Robot Management Assistant