Prof. Ming-Yen Lin’s Team – A Prediction Model for Type 2 Diabetes Complications Our research group develops a decision-support prediction model for type 2 diabetes complications using data from over 163,000 Taiwanese patients. Integrating age, HbA1c, and other dynamic factors, the model estimates long-term risks of major complications and mortality, visualizes future trends, and supports personalized care planning to improve disease management and outcomes.

This solution provides customized AI model development and system integration services for governments and enterprises with existing systems and data. SynaiQ delivers end-to-end support, including consulting, LLM design, deployment, and long-term maintenance. The modular and scalable architecture reduces barriers to AI adoption while enabling organizations to build sustainable, flexible, and future-ready intelligent systems.

Feature •Automatic Gain Control (AGC). •Backlight Compensation. •Automatic White Balance. •Wide Dynamic Range (WDR) function with 120dB at 30 FPS. •Night noise suppression function. •Nighttime shooting with automatic aperture adjustment. •Stable image quality during low-light shooting at night under stable external light conditions, ensuring no flicker or color rolling, and clear nighttime images. Specifications •Uses a CMOS 1/3” Image Sensor. •MAX Resolutions：2MP (1920×1080 pixels)，D1 (640x480 pixels) •Maximum Frame Rate：30 FPS @1920×1080，30 FPS @640x480 •Focal Length：2MP lens ： 2.8-12mm±5%，D1 lens ： Fixed •Minimum Illumination：Color： Below 0.06 Lux，Black：Below 0.02 Lux.

InsAI: Beyond Traditional OCR. InsAI is an intelligent recognition system that allows AI to truly read and understand real-world documents. By utilizing GSS’s proprietary Computer Vision and patented multi-modal retrieval technologies, InsAI transforms document processing. We help enterprises eliminate repetitive manual entry and streamline verification, paving the way for paperless operations and ESG compliance.

Smart Network Management Software (NMS) – Cyber Monitor ● Provide the management ● Based on SNMP, it provides a single and friendly web interface for network admin clearly and easily to grasp the network situation. ● Automatically detect and manage network devices to monitor network performance. ● For network abnormalities and failures, automatically forward alarm reminders and dependency analysis to network admin in order to solve problems. ● Network devices are automatically discovered and managed, and the device list can serve as a baseline for inventory taking. ● Analyze network traffic to improve the visibility and management of network operation. ● Provide network security management under the SNMP architecture to avoid external malicious attacks and internal misuse. ● Flexibly define groups to improve the effectiveness of network management. ● Highly flexible and scalable, it can be customized according to the company's attributes and needs, therefore, strengthen the efficiency of network management.

Micro-grid refers to the integration of distributed power sources and energy storage system in a certain area to supply the electrical energy needs of users in the area. It's a regional power grid with the ability to control power, which can disconnect from the traditional large power grid and operate. Installing green electricity can help reduce peak mobile electricity bills, and you can also get a green electricity voucher. Likewise, peak shaving and valley filling can reduce the maximum load demand and reduce the contract capacity with saving electricity bills. In emergency micro-grid could supply certain amount of electricity through energy storage system as well.

"Hualien AI Agent: 24/7 Digital Travel Hub" is a smart solution specifically designed to enhance urban resilience and boost traveler confidence. Built on the LangGraph architecture and integrated with multiple Large Language Models (LLMs), the system utilizes Natural Language Processing (NLP) to precisely understand user needs. It supports over 20 languages, providing authoritative information ranging from local culture to real-time post-disaster traffic updates and safe routing. As the first AI Agent in Taiwan capable of proactively calling multi-source real-time APIs across various government departments, it combines LBS (Location-Based Services) with a professionally maintained RAG authoritative knowledge base. This allows the system to push precise safety alerts and personalized itinerary recommendations to users. Through deep OMO (Online-Merge-Offline) integration, the service extends from digital platforms to major transportation hubs, visitor centers, and local businesses. It not only demonstrates the resilience of digital governance but also fully empowers the tourism industry to accelerate its recovery.

ENEXA PowerArk is a mobile energy storage system designed for use in EV application environments. By integrating mobile charging capabilities with high-efficiency energy storage, it flexibly supports electric vehicle charging, peak shaving and valley filling, demand management, and temporary power supply. PowerArk can be widely deployed in a variety of scenarios, including night markets, commercial and entertainment events, parking facilities, retail operations, construction sites, residential communities, commercial and industrial energy storage applications, gas stations, and emergency or disaster-relief situations. It effectively replaces traditional diesel generators, delivering a low-carbon, quiet, and highly efficient energy solution that enhances operational flexibility while supporting sustainable energy goals.

With 5G private network system integration provided by Wave-In Communication, Inventec is transforming its Taoyuan Factory into a 5G smart factory, creating highly intelligent and automated production lines with AI and IoT capabilities.

In order to save the use of natural resources, implement resource recycling and reuse, reduce processing costs and reduce environmental load. We use the recycling processing technology to transfer the remaining cutting materials of the ALC body, as well as industrial by-products and domestic waste resources (waste glass) back to the ALC raw material for use. Actual testing of the product shows that the reuse technology is feasible, the quality is stable, and the efficiency of waste reduction and carbon reduction is high. Now It has obtained the environmental protection label from the Ministry of Environment and the green building materials label from the Ministry of Interior.

Live crowd movement information is crucial in busy public spaces. Manual checks and basic sensors often lack accuracy and fail to keep up with real-time changes. The People Counting System uses AI video analytics and multi-sensor fusion. It delivers accurate, real-time crowd data. The system automatically counts people, tracks direction, monitors density, and provides instant alerts and reports. Deep learning ensures accuracy in low-light or crowded conditions. Multi-target tracking prevents double-counting. Edge computing and cloud-based management enable on-site analysis and long-term monitoring. Integrating cameras, infrared, Wi-Fi, and Bluetooth data improves detection and increases coverage. The system generates real-time heat maps, flow analyses, and historical records. These support layout optimization, entry regulation, evacuation planning, and efficiency. The system serves malls, transit hubs, campuses, parks, and public buildings. It is vital for smart cities. It replaces manual counting with intelligent management for better safety, responsiveness, and adaptability.

Vitals ESP, developed by Vitals Information, is an enterprise knowledge collaboration platform designed for intuitive use and efficient knowledge management, facilitating cross-departmental information sharing and innovation. Powered by AI, it surpasses traditional keyword search limitations, supports natural language queries, and generates precise summaries. With Retrieval-Augmented Generation (RAG) technology, it minimizes hallucination risks in large language models (LLMs) while providing citations to ensure reliability. To meet enterprise knowledge control needs, it offers data source configuration and access control mechanisms, safeguarding sensitive information and restricting content generation within authorized scopes. Recognized with multiple Taiwan Excellence Awards and international certifications, Vitals ESP is trusted by businesses worldwide.