In the transformation towards smart factories, the efficiency optimization of digital system software has become a key factor affecting the effectiveness of intelligent equipment deployment. More and more enterprises are recognizing the core competitiveness of software.

Digital system software is not only the foundational support for the operation of intelligent equipment like robots but also a critical tool for optimizing production processes, improving operational efficiency, and unlocking the data value.

As an innovative leader in the field of smart robotics, SEER Robotics adheres to our core philosophy of "Build your own robot fleet within days!" By deeply integrating intelligent robot scheduling, warehouse logistics, and visualization technologies, SEER Robotics has developed a digital system that covers all industrial scenarios, empowering enterprises to upgrade their digital transformation paradigms.

Digital Product Matrix

SEER Robotics' independently developed digital product matrix consists of two core modules: the M4 Smart Logistics Management System and Visualization Series Products, featuring a modular architecture and open ecosystem with detachable, combinable, and scalable capabilities.

1. M4 Smart Logistics Management System

l QuickGo (Single-Robot Application): A smart scheduling solution for single robots of multiple types, designed for scenarios without traffic management needs.

l QuickFleet (Multi-Robot Scheduling): A global intelligent scheduling solution for multiple robots and tasks.

l QuickStore (Warehouse-Logistics Integration): A warehouse management system specifically designed for automated warehouses involving intelligent robots.

2. Visualization Series Products

l Meta-Map (2D Robot Visualization Map): A two-dimensional robot map visualization product tailored for factory environments.

l Meta-Map Pro (3D Robot Visualization Map): A three-dimensional robot map visualization product designed for factory environments.

l Meta-World (Digital Twin Solution): A visualization product that accurately replicates factories 1:1 using digital twin technology.

Intelligent Algorithms Achieves Global Collaboration

Leveraging self-developed software architecture and algorithmic advantages, the M4 System centers on robots and fully integrates industrial automation business characteristics to achieve optimal solutions for task allocation, path planning, and traffic control.

1. Global Dynamic Task Allocation

For task allocation, the M4 system employs intelligent algorithms to break through traditional static task allocation models. It dynamically combines real-time operational data such as task type, material status, robot condition, global task progress, and traffic conditions to select the optimal solution from thousands of combinations in a short time.

Pioneering the "Pre-order + Task Merging" model, M4 considers globally optimal task allocation from the ground up, pre-allocating tasks and automatically consolidating similar ones to reduce robot idle rates and enhance overall factory efficiency.

2. Powerful Warehouse Strategy Engine

M4's strategies and algorithms are deeply optimized for warehouse scenarios, offering basic storage strategies, batch outbound strategies, minimal sorting outbound strategies, forced full-out strategies, automatic empty-container strategies, bin robot port and location selection strategies. These features automatically match task orders with inventory, reducing shelf vacancy rates and improving inbound and outbound efficiency.

3. Multi-Agent Collaborative Planning

For path planning and traffic control, M4 utilizes multi-agent collaborative planning algorithms. In scenarios with arbitrary topological structures or human interference, it enables multi-robot path searching and traffic control through dynamic global coordination planning, real-time perception of dynamic obstacles, and automatic path replanning for avoidance. This resolves congestion issues in multi-type robots during co-line operation, ensuring robots effectively avoid congestion, prevent and resolve deadlocks, and maintain task continuity.

Panoramic Visualization for Decision Support

SEER Robotics' digital products fully integrate visualization capabilities, providing panoramic monitoring, multi-feature fusion, and full lifecycle management visualization solutions for various industrial sectors. This helps factories build efficient visual information platforms and decision-making systems to precisely optimize production operations.

1. Spatial Visualization

The visualization series products use 2D/3D technology to replicate factory environments and robot statuses, displaying real-time information on robots, storage locations, and goods. They synchronize task-related data for panoramic operational control, enabling quick insights and production efficiency optimization.

2. Data Visualization

The M4 System's dynamic inventory dashboard provides visual management capabilities, supporting multi-dimensional inventory analysis and one-click inbound/outbound operations, seamlessly bridging "Goods-to-Person" and "Goods-to-Warehouse" workflows.

The scheduling system integrates 2D robot visualization, featuring 16 types of visual module charts, including robot status distribution, daily order intake, daily execution efficiency, task completion rate, and recent task anomalies. It supports customizable data dashboards, offering a clear overview of overall scheduling.

3. Risk Visualization

Equipped with multi-industry solutions and risk assessment models, M4 supports scenario simulation, risk prediction, and historical backtracking to aid decision-making and avoid trial-and-error costs in real-world applications.

The intelligent early warning system provides real-time feedback on robot anomalies through color gradients, automatically generating diagnostic reports with failure causes and solutions. This helps staff quickly locate and resolve issues, ensuring production continuity.

Innovative Solutions Breaking Boundaries

1. Lightweight Single-Robot Scheduling Solution

QuickGo is a lightweight scheduling solution tailored for single-robot operations, supporting rapid deployment of multiple robot types without additional servers or industrial personal computers, significantly reducing initial costs.

Through devices like smartphones, tablets, or computers, users can easily control robot movement, send tasks, and handle faults. It supports manual/automatic mode switching to meet complex scenario demands.

2. High-Security Communication Solution

For environments without wireless networks or requiring high confidentiality, the M4 System offers a stable, low-latency communication solution based on optical communication technology.

By using optical signals for robot-device interaction, the system minimizes performance overhead (CPU usage as low as 2%), with end-to-end latency lower than traditional solutions. It supports multi-robot co-line operation, dynamic path planning, and compatibility with robots, automatic doors, elevators, and other smart devices.

3. Flexible Support for Secondary Development

M4 System provides a low-code engine, enabling visual workflow orchestration—users can drag-and-drop pre-built components to reconstruct business processes. Beyond standard products, M4 supports customization and secondary development, including online script customization for task interfaces, event handlers, and even pre-built components. This adaptability addresses more complex business scenarios.

By offering all-scenario smart factory solutions—from single-robot control to multi-agent collaboration, dynamic warehouse optimization to global visual decision-making—SEER Robotics' digital solutions have empowered 20+ industries and over 1,000 clients, driving operational efficiency improvements and leading the deep transformation of global smart factories.