M4 Smart Robot
Management System
Intelligent Fleet Management Platform
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 — balancing adaptability, stability, and rapid deployment.
Trusted by leading enterprises across 12+ industry verticals
One system.
All robots.
Fully in your control.
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 standardised workflows.
It is widely applicable to various robotic warehousing and distribution scenarios, with fully open APIs enabling business logic customisation through low-code interfaces and Python scripts.
All-in-One System
Robot scheduling, warehouse ops, and delivery logistics — unified.
Low-Code + Python
Customise business logic without touching core system code.
4,000+ Projects
Best practices from real deployments across every major industry.
Rapid Deployment
Smart defaults, batch operations, one-click import/export.
Why M4 Outperforms
Every Alternative
Built for the Complexity of Real Projects
M4 is SEER's third-generation dispatch system, built on over 8 years of project experience and more than 1,000 successful implementations. It supports comprehensive applications across warehousing and distribution, covering nearly all industrial sectors.
- Covers warehousing & distribution scenarios
- Compatible with all SEER robot models
- Supports environments without Wi-Fi
- CMMI Level 3 certified, 4,000+ automated tests
M4 Copilot
World's First Deployed AI Agent for Multi-Robot Scheduling & Management
What is M4 Copilot?
The M4 AI Copilot is the industry's first intelligent agent to deeply integrate LLM with robotics. Through natural language interaction, it eliminates traditional form-filling and complex configurations.
"Just speak and it works."
When robots malfunction or tasks are blocked, the system can diagnose issues in real time, retrieve data, and proactively generate solutions — all built on the M4 Robotics Foundation Model.
We initially doubted whether LLM were just a gimmick, but the results far exceeded expectations. Her potential to understand business operations made us realise — this time, AI can truly help us manage and control robots.
— M4 Copilot Team
Key Capabilities
Production-Ready
Deployed in real-world projects, not limited to demos
Plug-and-Play
No training needed — quick integration, one-click deployment
Context-Aware
Deep comprehension of robot commands, order workflows, and operational logic
Open & Adaptable
Compatible with leading large models, flexible switching and scalable expansion
M4 Boot
Lightweight Launcher for M4 Applications
M4 Boot is a lightweight yet efficient tool designed to deliver a clear and smooth user experience. From installation and version selection to runtime monitoring and environment configuration — every step presented through clean visuals and logical hierarchy.
Using M4 Boot means:
M4 Boot, makes M4 easier.
MAPF Research & Development Platform
No Extra Hardware
Standard computers simulate hundreds of robots simultaneously. No dedicated hardware required.
One-Click Setup
Once a scenario is configured, full simulation completes in under one minute with auto-assigned positions.
Highly Realistic
Same real APIs as production. Configurable kinematics, power consumption, collision detection, device simulation.
Deploy M4 in Your Facility
M4 integrates with SEER's full range of robots and select third-party models — delivering intelligent scheduling at any scale, from 10 to 1,000+ robots.
Frequently Asked Questions — M4 Fleet Management
Does M4 integrate with our existing WMS or ERP?
Yes. M4 connects to warehouse management systems (WMS), warehouse control systems (WCS), and ERP platforms via REST API and the VDA5050 open protocol. M4 acts as the orchestration layer — it receives orders from your existing systems and dispatches robot tasks automatically, without requiring you to replace your current WMS. Supported integrations include SAP EWM, Manhattan Associates, and custom platforms via standard API connectors.
How many robots can M4 manage simultaneously?
M4 is designed to manage fleets of 1,000+ robots per deployment. It uses MAPF (Multi-Agent Path Finding) algorithms developed over 8 years of R&D to plan conflict-free routes for large mixed-vendor fleets in real time. The platform responds to robot events in milliseconds and has been validated through 4,000+ automated test cases. It holds CMMI Level 3 certification for software development process maturity.
What is VDA5050 and does M4 support it?
VDA5050 is an open communication standard developed by the German automotive industry (VDA) that defines how autonomous mobile robots communicate with fleet management systems. It allows robots from different manufacturers to work together under a single control platform. M4 fully supports VDA5050, meaning you can connect SEER Robotics AMRs alongside robots from other brands — all managed through one interface without vendor lock-in.
What is the difference between M4 and RDS?
M4 is FlyWei's full warehouse management layer — it handles order management, task scheduling, robot dispatch, KPI dashboards, and WMS integration for complete warehouse operations. RDS (Robot Dispatch System) is a lower-level fleet orchestration platform focused specifically on real-time multi-robot traffic management, deadlock resolution, and path planning. M4 includes RDS functionality; RDS is suited to deployments that already have a WMS and only need fleet-level robot control.