TES Touch Embedded Solutions Inc., reached a deep cooperation agreement with Xiamen Rongqia Digital Technology Co., Ltd. Relying on TES's self-developed TBX-200 embedded AI PC, the two companies will integrate their respective hardware, software, and application scenario advantages to jointly implement multi-domain industrial AI application scenarios. This integrated hardware-and-software solution aims to fill the intelligence gaps in traditional industrial software, accelerating the digital, refined, and intelligent transformation of the manufacturing industry.
※.Mr. Li Mingfang, Director and General Manager of TES Touch Embedded, and Mr. Wang Weili, Founder of Xiamen Rongqia Digital Technology
As the domestic industrial sector enters the deep-water zone of intelligent transformation, traditional industrial control and management software faces painful bottlenecks. These systems frequently suffer from low levels of intelligence, single-scenario coverage, weak dynamic adaptation, and a high dependency on manual labor. Furthermore, reliance on basic video recording and data storage fails to meet modern manufacturing's multidimensional management needs regarding process discipline, operational standards, personnel efficiency, and plant environment safety.
As the core vehicle of this cooperation, the TES TBX-200 embedded AI PC boasts 10 TOPS of hardware computing power to support stable recognition. It seamlessly adapts to diverse AI applications, including workstation behavior analysis, production line operation compliance, personnel discipline control, uniform and PPE specification detection, plant environmental safety, and robotic visual inspection, thereby providing hardcore computing support and multi-scenario solutions for the intelligent upgrading of industrial software.
Comprehensive Upgrade of Algorithm Capabilities: Reshaping Traditional Industrial Vision Logic
Compared to traditional industrial monitoring—which emphasizes video recording, archiving, and post-event traceability—the TES TBX-200 embedded AI PC relies on self-developed Zhenzhi AI deep learning video algorithms to iterate and upgrade industrial vision capabilities.The equipment is powered by the high-performance MediaTek NPU 850 AI processor, which delivers 10 TOPS of computing power. By supporting multi-scenario AI inference with chip-level native computing power, it eliminates the dependency on dedicated TPUs or independent graphics cards. It achieves low-latency, high-accuracy, and low-false-alarm intelligent recognition under regular operating conditions or specific test environments.
Through intelligent video analysis technology, the TBX-200 dynamically deconstructs the correlations between personnel, equipment, workstations, and environments in real time. It accurately captures human postures, hand movements, operational trajectories, and uniform or PPE status. Combined with standardized industrial business logic, it upgrades traditional recording-type software into an intelligent empowerment system featuring real-time recognition, proactive warnings, full-process supervision, and data accumulation, which effectively fills the industry gap where intelligent judgment capabilities were previously missing.
The TBX-200 embedded AI PC also features a standardized, high-precision AI inference workflow operating through four core mechanisms: moving subject capture and positioning, multidimensional human feature extraction, object and material matching and verification, and intelligent output of results. This automated multi-scenario detection directly solves traditional manual inspection pain points, such as low efficiency, high missed-detection rates, and skyrocketing labor costs, guaranteeing cost reduction and efficiency gains for manufacturers.
Multi-Scenario Empowerment: Co-building a New Industrial AI Application Ecosystem
The core value of the TES TBX-200 embedded AI PC lies in its excellent scenario universality and flexible adaptability, breaking the constraints of rigid functions found in traditional industrial software. In this partnership, both parties focus on four core industrial intelligent scenarios, deeply adapting to the transformation needs of electronics assembly, the chemical industry, machinery manufacturing, light industry production, power and energy, and rail transit to achieve an efficient fusion of technology and application.
- Intelligent Workstation Behavior Empowerment: For lean production line management, it analyzes operational behavior full-time. It accurately identifies violations and irregular process behaviors such as leaving the post, absenteeism, sleeping on duty, unauthorized use of electronic devices, gathering to chat, skipping process steps, and non-compliant operations—making workstation operations transparent and behavioral data refined.
- Intelligent Uniform/PPE Compliance Empowerment: For high-risk operating environments, it utilizes precise human feature-matching algorithms to detect the compliance of personal protective equipment (PPE) like safety goggles, gas masks, and rubber gloves, providing real-time warnings for improper wear to mitigate production risks.
- Intelligent Plant Environmental Safety Empowerment: Covering plant-wide safety governance, it automatically identifies hazards such as restricted area intrusions, loitering in high-risk zones, abnormal gatherings, open flames, and environmental anomalies, building a 24/7 automated security system.
- Intelligent Robotic Visual Inspection Empowerment: Highly adapted to rail robots, wheeled robots, quadruped robot dogs, and humanoid robots, it provides comprehensive visual inspection development capabilities (equipment status recognition, meter/gauge reading, defect anomaly detection, and dynamic obstacle avoidance) to help enterprises build an integrated "air-ground-rail" intelligent inspection system.
Core Computing and Algorithm Advantages: Anchoring Industrial-Grade AI Empowerment Standards nbsp;
As the core product of TES’s layout in industrial AI and edge computing, the TBX-200 leverages the company's technical accumulation in hardware design, computing power integration, and interface adaptation to deliver three core differentiators:
- Feature-Bound Precise Recognition: Uses a proprietary algorithm logic of "human body part features prioritized + scenario material matching." Trained on massive industrial scenario samples, it effectively avoids generalized recognition errors, maintaining high precision even in complex conditions like sideways positioning, turned heads, limb occlusion, or dynamic operations.
- Business-Layer Intelligent Fault-Tolerant Adaptation: Tailored for real-world industrial environments with frequent staff movement, instantaneous occlusion, and variable actions, it is equipped with intelligent state determination and wait-to-recognize mechanisms. This filters out invalid triggers and drastically reduces false alarms.
- Lightweight and Rapid Deployment: Featuring a lightweight architecture, strong compatibility, simple deployment, and easy interfacing, it can directly adapt to an enterprise's existing monitoring systems and mobile robot platforms. With low modification costs and high scalability, it completes the intelligent upgrade of traditional software and robotic inspection systems swiftly, achieving "one device, multiple scenarios, multidimensional" AI empowerment.
Project Implementation Case Study
At a recent overseas exhibition, TES, in collaboration with Xiamen Rongqia Digital Technology, implemented an intelligent visitor traffic monitoring project within a $3 \times 6\text{ meter}$ booth using the TBX-200 micro-host.The entire solution adopted a lightweight deployment model: Edge Box + Single Camera + Local Data Dashboard. It supports single-machine offline operation without an internet connection, completing visitor traffic recognition and real-time data display entirely on-site.Four Key Functions Demonstrated:
- Real-time detection and counting of booth visitors.
- Area heatmaps and dwell-time analytics to help optimize presentation flow lines.
- Trajectory path displays and real-time data dashboards (FPS, inference latency, inference load, etc.).
- Quick on-site calibration and layout saving to adapt to changes in camera angles and display positions.
※. Monitoring demonstration interface (tracking visitor traffic, movement trajectories, and area heatmaps).
The solution allowed on-site staff to dynamically adjust their standing positions, demonstration sequences, and primary guidance areas based on real-time crowd changes—minimizing wait times and improving interaction quality.The data output directly answered critical operational questions:
- When is peak traffic? (Used to allocate explanation staff)；
- Which areas capture longer dwell times? (Used to optimize exhibit layouts)
- Which movement flow line is smoother? (Used to adjust guidance paths)
- Is the device running stably? (Used to guarantee continuous demonstrations)
This successfully shifted the onsite team from "experiential judgment" to "data-assisted decision-making," proving the TBX-200's real-world edge value of being deployable, operational, and reusable. For manufacturing clients, this capability can seamlessly extend to workstations, workshops, and inspection scenarios.
Moving Forward Together: Constructing a New Foundation for Manufacturing's Digital Transformation
This strategic cooperation represents a deep integration of hardware computing power, scenario-based algorithms, and industrial implementation. It marks the formal transition of industrial vision applications from traditional recording and archiving into a new era of diverse AI-powered scenarios.Moving forward, both parties will deepen their technical synergies to expand AI boundaries, delivering low-cost, high-efficiency, and high-value intelligent solutions to drive China's manufacturing sector toward a digital, intelligent, and high-end future.。
About Xiamen Rongqia Digital Technology Co., Ltd.
Xiamen Rongqia Digital Technology focuses on the fields of industrial digitalization and intelligence. The company specializes in industrial software development, AI scenario implementation, and manufacturing digital transformation consulting services. It is dedicated to providing manufacturing enterprises with practical intelligent upgrade solutions that reduce costs, increase efficiency, and upgrade quality.
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