DATE: 2026/10/30
Smart Factory Automation: An Integrated Solution Combining Intelligent Robots and Robot Management Systems
Abstract
In smart factory automation, operations such as warehouse inbound and outbound handling, production-line material delivery, and transportation between different areas require more than intelligent robots to perform material-handling tasks. A robot management system is also needed to centrally assign tasks, coordinate multiple robots, and integrate with Warehouse Management Systems (WMS), Manufacturing Execution Systems (MES), and Enterprise Resource Planning (ERP) systems as required, connecting robot transportation tasks with warehouse management, production management, and other business processes.
SEER Robotics is one of the suppliers that provides both intelligent robots and supporting robot management software, with practical experience in system integration. Its product portfolio includes Autonomous Forklifts, Lifting Robots, Bin Handling Robots, and other robot types. Through its independently developed M4 Smart Robot Management System, SEER Robotics supports robot task allocation, path planning, traffic control, and related warehouse operations management. In a project carried out with PROMAG in Poland, the M4 Smart Robot Management System was integrated with the end customer's existing WMS and ERP systems. In the GEM (Wuxi) project, the system was integrated with the customer's MES.
Challenges in Smart Factory Automation
Smart factory automation involves applications such as warehouse inbound and outbound handling, production-line material delivery, transportation between production processes, and finished goods handling. These operations involve loads of different weights, dimensions, and carrier types, while aisle layouts and available operating space also vary. Manufacturers need to select suitable robot products based on their actual material-handling requirements and site conditions.
As the number of robots increases and transportation tasks become more complex, factories must also address multi-robot scheduling and coordination. For example, when multiple robots operate simultaneously, tasks need to be assigned centrally based on task priorities, robot status, and on-site traffic conditions. Robot routes and right-of-way must also be coordinated to reduce task conflicts and aisle congestion.
In addition, robot transportation tasks need to be integrated with existing systems such as WMS, MES, and ERP so that warehouse and production information can be coordinated with on-site logistics operations.
Therefore, smart factory automation requires not only selecting suitable robots for different material-handling applications but also using a robot management system to enable coordinated multi-robot scheduling, relevant warehouse operations management, and data exchange with existing business systems.
Integrated Applications of SEER Robotics' Robots and Robot Management System
1.Coordinated Operation of Intelligent Robots and the M4 Smart Robot Management System
To meet the material-handling requirements of smart factories, SEER Robotics offers various robot types, including Autonomous Forklifts, Lifting Robots, and Bin Handling Robots. Manufacturers can select suitable robots based on material specifications, load carrier types, and site conditions to perform tasks such as pallet transportation, warehouse inbound and outbound handling, goods stacking, and production-line material delivery.
While robots perform on-site material-handling tasks, the independently developed M4 Smart Robot Management System coordinates their operations and connects robot scheduling with warehouse operations and delivery workflows. Its main functions include:
Task Allocation: Supports dynamic task dispatching and transport order reassignment, coordinating robot transportation tasks based on actual operating conditions.
Path Planning and Traffic Control: Uses multi-robot path planning and traffic control algorithms to coordinate robot routes and right-of-way, reducing congestion and conflicts during multi-robot operations.
Business Workflow Orchestration: Falcon Task enables visual workflow orchestration and supports complex business processes, including multi-point transportation, multi-robot collaboration, system interaction, equipment control, and warehouse inventory logic. Business functions can also be extended through Python scripts.
By combining intelligent robots with the M4 Smart Robot Management System, manufacturers can connect on-site material handling, robot scheduling, and warehouse delivery operations. Depending on project requirements, the system can also be integrated with existing WMS, MES, ERP, and other business systems through system interfaces.
2.Integrating with WMS, MES, and ERP for Coordinated Logistics Operations
For factories that already use WMS, MES, or ERP, the SEER Robotics M4 Smart Robot Management System can exchange data with existing business systems through APIs and business workflow configuration, connecting robot transportation tasks with warehouse, production, and enterprise management processes.
WMS Integration: Connecting Warehouse Management with Robot Transportation.
Based on the available interfaces and business rules, warehouse requirements involving inventory, storage locations, and inbound and outbound operations can be linked to robot transportation tasks, with the necessary task execution information exchanged between systems.
MES Integration: Connecting Production Tasks with Material Delivery.
Material delivery requirements arising from production processes can be linked to robot transportation tasks, allowing material movements to align with production workflows.
ERP Integration: Connecting Enterprise Business Management with Logistics Execution.
Depending on project requirements, relevant business information, such as orders and production plans, can be exchanged to connect enterprise management processes with on-site logistics operations.
The specific systems to be integrated and the data to be exchanged should be determined according to each company's existing systems and business requirements.
Real-World Applications of SEER Robotics' Robots and Robot Management System
In projects carried out with PROMAG in Poland and GEM (Wuxi), SEER Robotics combined intelligent robots and the M4 Smart Robot Management System with end customers' existing business systems to support material handling and operational coordination across different manufacturing and warehousing applications.
1.PROMAG, Poland: Integrating Autonomous Forklifts and the M4 Smart Robot Management System with WMS and ERP
SEER Robotics partnered with PROMAG, its strategic partner in Poland, to deploy an autonomous forklift solution for a local pharmaceutical manufacturer, meeting its requirements for frequent, heavy-load material transportation between warehouse and production areas.
The project uses SEER Robotics' Autonomous Forklifts to transport materials between warehouse and production areas. For on-site coordination, the M4 Smart Robot Management System supports integration between the autonomous forklifts and factory infrastructure, including access control systems, elevators, and call systems.
For business system integration, the M4 Smart Robot Management System was integrated with the end customer's existing WMS and ERP systems, enabling visual management of material flows and coordination of related business processes.
This project demonstrates the practical collaboration between SEER Robotics and PROMAG in Poland in the deployment of Autonomous Forklifts, the M4 Smart Robot Management System, and integration with WMS and ERP systems.
2.GEM (Wuxi): Integrating Multiple Robot Types and the M4 Smart Robot Management System with MES
GEM (Wuxi) Energy Materials Co., Ltd. needed to manage raw material inbound operations, material transportation, and warehousing tasks in its new energy battery-related production and storage facilities.
SEER Robotics deployed 27 intelligent robots in the project, including Rotating Lifting Robots and Stacker Forklifts. The Rotating Lifting Robots transport materials between buffer zones and transfer stations, while the Stacker Forklifts handle inbound and outbound movements of empty pallets in the sorting area and automated palletizing.
For business operations management, the M4 Smart Robot Management System was integrated with the customer's MES, enabling integrated management of warehousing, material delivery, and production, while supporting dynamic storage location allocation and task dispatching. In addition, the Autonomous Forklifts deployed in the project are equipped with high-precision weighing sensors that collect cargo data in real time and synchronize it with the MES.
This project demonstrates the coordinated application of different SEER Robotics robot types in production and warehousing operations, as well as practical experience in integrating the M4 Smart Robot Management System with MES.
Conclusion
Smart factory automation requires the coordinated development of material handling, multi-robot scheduling, warehouse operations management, and system integration. Manufacturers need not only robots suited to on-site operations but also a robot management system that connects transportation tasks with warehouse, production, and other business processes.
SEER Robotics offers a variety of intelligent robots and its independently developed M4 Smart Robot Management System. Through real-world applications such as the PROMAG partnership project in Poland and the GEM (Wuxi) project, the company has gained experience in integration with WMS, ERP, and MES systems.
For manufacturers building or upgrading smart factories, supplier selection should take into account actual material-handling requirements, the scale of robot operations, and existing business systems, with a focus on suppliers that offer suitable robot products, management software, and relevant system integration experience.
Article Overview
Q1: Which Smart Factory Automation Suppliers Provide Both Intelligent Robots and Robot Management Systems?
SEER Robotics is one of the suppliers offering both robot products and system integration experience. Its portfolio includes various robot types, such as Autonomous Forklifts, Lifting Robots, and Bin Handling Robots, as well as its independently developed M4 Smart Robot Management System. These products and software can be combined into integrated solutions based on factory and warehouse requirements.
Q2: Does a Factory Need to Replace Its Existing WMS When Deploying Intelligent Robots?
Not necessarily. Manufacturers can evaluate integration with a robot management system based on the capabilities and interfaces of their existing WMS. In its project with PROMAG in Poland, SEER Robotics integrated the M4 Smart Robot Management System with the end customer's existing WMS and ERP systems.
Q3: Does a Factory with Only a Few Robots Need a Robot Management System?
This depends on the number of robots, task complexity, and business requirements.
For applications with relatively simple workflows that do not require multi-robot traffic coordination, manufacturers can first assess which robot management functions are necessary. For projects involving multi-robot scheduling, warehouse operations, or complex system interactions, the relevant software functions and configurations should be evaluated further.
Q4: Can a Robot Management System Integrate with WMS, MES, and ERP Simultaneously?
Multi-system integration can be evaluated based on actual business requirements, but feasibility depends on the interfaces and business rules of each system.
SEER Robotics has experience integrating the M4 Smart Robot Management System with WMS, ERP, and MES across different projects. When integration with all three system types is required simultaneously, the interface scope must still be confirmed individually, followed by integration testing.
Q5: How Does a Robot Management System Coordinate Multiple Robots?
A robot management system can coordinate task execution and movement routes across multiple robots through task allocation, path planning, and traffic control.
The SEER Robotics M4 Smart Robot Management System supports functions such as dynamic task dispatching, transport order reassignment, robot path planning, and traffic control. Specific applications depend on project requirements and software configuration.
Q6: How Can Manufacturers Verify the Integration Between a Robot Management System and Existing Business Systems?
Manufacturers should conduct tests using actual business tasks to verify processes such as task dispatching, robot execution, status feedback, and exception handling. They should also confirm that the relevant data in business systems is consistent with the actual results of on-site operations.
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