Detect Traffic Anomalies Quickly. Minimize Risk. Traffic risks arise suddenly and unpredictably, challenging traditional monitoring systems to detect them in real time. With advanced AI-powered video analytics and intelligent event detection, Ability Intelligent delivers real-time, automated identification of traffic anomalies—capabilities that exceed traditional monitoring—by instantly flagging vehicle stoppages, wrong-way driving, congestion, pedestrian intrusions, and other unexpected incidents, all accompanied by visual alerts for actionable intervention. The system proactively identifies abnormal conditions and potential risks, helping traffic authorities shorten response times, prevent incident escalation, and strengthen overall road and public space safety. Ability Intelligent empowers safer, resilient urban transportation with proactive technology.

Dr. Hung-Lung Lin’s Team – An Auxiliary Assessment System for Coronary Heart Disease Identification In response to population aging and the younger onset of coronary heart disease (CHD), this study develops an AI-based auxiliary CHD screening system integrated into a mobile app. Grounded in traditional Chinese medicine tongue–heart theory, the system analyzes sublingual vascular images using reflection removal, image segmentation, and a multi-head attention deep learning model. Users can obtain accurate, reproducible screening results and health recommendations within 7–20 seconds using only a smartphone, enabling convenient and cost-effective preliminary CHD assessment.

The Qualcomm Insight Platform (QIP) delivers an end-to-end video intelligence solution powered by Qualcomm Technologies’ industry-leading on-device AI. It provides centralized video intelligence management across diverse sources and leverages real-time edge AI analytics to reduce latency and accelerate decision-making. A built-in multimodal AI engine integrates image, speech, and text capabilities while optimizing performance, security, and total cost of ownership (TCO) for stable and highly scalable deployments. Paired with Innodisk’s edge AI box and IP cameras, QIP enables high-efficiency real-time edge analytics, supporting multimodal AI and natural language search while integrating seamlessly with existing infrastructure. It enhances worker safety, optimizes logistics processes, and strengthens restricted area management, helping organizations improve operational efficiency and risk control. The platform transforms surveillance into actionable security and operational insights with built-in privacy and compliance while ensuring data privacy and regulatory compliance. It is suitable for smart cities, manufacturing, energy and utilities, warehousing and logistics, retail and commercial spaces, healthcare and education, transportation, as well as enterprise and building management scenarios. * Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm is a trademark or registered trademark of Qualcomm Incorporated.

In response to the rapid transition into a super-aged society, Nantou County faces significant challenges due to its vast geographic area and the uneven and insufficient distribution of medical resources. Many elderly residents and persons with disabilities experience difficulties in accessing prescription medications. In 2025, Nantou County launched the nation’s first “Home Medication Delivery Service System.” This innovative service allows elderly residents or their family members to apply and make appointments online. Licensed pharmacists then deliver medications directly to the patient’s home free of charge. By integrating technology with compassionate care, the program promotes medication equity and enhances medication safety for vulnerable populations. It also reduces the caregiving burden caused by long travel distances and limited transportation options. Through this initiative, Nantou County is committed to building an age-friendly city that ensures accessible, safe, and dignified healthcare services for all residents.

Extreme rainfall events have increased the frequency of flooding, creating an urgent need for timely and reliable monitoring of urban drainage systems. The Smart Water Monitoring solution deploys water-level sensors and communication devices within stormwater drainage networks to ensure continuous data transmission. Through a centralized platform with real-time visual indicators, authorities can quickly identify abnormal conditions. This solution strengthens urban disaster resilience, reduces manual inspections, and improves overall operational efficiency.

"EUP Fleet Management System" can easily manage the core needs of vehicle dynamics, task progress, emergency response, and utilize AI to analyze driving behavior, fuel consumption, and effectively control costs. In addition, EUP provides comprehensive safety driving checks, tracks driver driving habits and physiological monitoring, significantly improving driving safety, and assisting companies in building a safe, efficient, and low-carbon transportation fleet.

The Dragonwing IQ9 Series delivers industry leading AI performance, built in safety features, and design flexibility to meet the demands of advanced industrial workloads. Even in extreme environments, it provides high compute, power efficient processing for heavy, mission critical tasks. The Dragonwing IQ9 series delivers up to 100 TOPS of on-device AI performance, capable of running Llama2 13B models and generating up to 12 tokens per second. Its industrial-grade safety features and ECC memory ensure stable and secure operation in harsh environments ranging from −40°C to +115°C, providing strong reliability for demanding deployments. Designed with developers in mind, it supports multiple operating systems, including the Qualcomm® Linux® software stack and Ubuntu, offering a flexible and accessible development environment. The platform is well suited for smart cities, large-scale security monitoring, traffic management, and other mission-critical applications. *Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm and Qualcomm Dragonwing are trademarks or registered trademarks of Qualcomm Incorporated.

Delta’s EV charging solution utilizes the self-developed DeltaGrid® EVM, an electric vehicle charging management system for smart charging, power allocation, and charging equipment management. To avoid exceeding the site’s power limit during simultaneous charging, which could result in fines or power outages, the depot adopted a smart charging management system to effectively address power overuse and charging allocation issues. Under limited power conditions, the system efficiently allocates charging power for the electric buses and provides flexibility for future fleet expansion. To address the challenges of charging commercial fleets, the system has dedicated features that were developed for electric buses and commercial fleet charging needs, including Vehicle Identification, Site Current Limitation, Real-Time Alerts, etc, effectively enhances charging efficiency, optimizes operational benefits for electric fleets, and successfully demonstrates the transformation to the electrification of transportation.

The “MiAIOT x 5G Railway Safety Management System was developed based on MiTAC’s in house AIoT platform-“MiAIoT”, and will assist the digital transformation of Taiwan's rail industry in the future, including cloud-based train operating data exchange, real-time train warning system, AI equipment abnormality prediction, and feeding all these crucial information to a situation “war room”.

Trade-Van integrates big data governance capabilities with discriminative and generative AI technologies to build an enterprise-grade AI application platform that helps government agencies and enterprises achieve process automation, intelligent decision-making, and optimized risk management. Through AI-driven document recognition, intelligent agents, and automated customer service systems, organizations can effectively reduce manual operational costs, shorten processing time, and improve decision-making efficiency and service quality. The AI Family serves as a new engine for intelligent governance, creating a secure, stable, and continuously evolving smart operational environment. Service Offerings: readAI – Intelligent image and document recognition thinkAI – Intelligent agent applications Smart Customer Service System

For Manufacturing (RosettaBox): Delivers "Superhuman Efficiency." By processing real-time edge data, it detects anomalies early, empowering managers to optimize production decisions without disrupting workflows.

ESGP (Enterprise Sustainability Governance Platform): This platform aids businesses in conducting automated carbon footprinting, utilizes AI technology to generate sustainability reports, effectively manage ESG information, and produce various reports tailored for different stakeholders.