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”.

Nearly 90 towns and cities across Taiwan have witnessed the convenience of garbage collection services, which help build smart cities. Through a mobile app, citizens can check the location of garbage trucks and pickup points, ensuring that they never miss the garbage truck again.

The AgriGaia Subsurface Irrigation System is an innovative irrigation technology designed for modern "climate-smart agriculture," significantly improving water resource utilization and reducing farmers' labor intensity. Utilizing a modular design, the AgriGaia Subsurface Irrigation System not only lowers maintenance costs but also makes the initial installation more affordable. The system integrates AI and IoT technologies, achieving a perfect combination of efficient water delivery and precise irrigation control. • Innovative irrigation technology saving 70% of water usage and reducing farmers' labor hours by 85%. • Modular design ensures low installation costs and easy maintenance. • Integration of AI and IoT technologies for precise and efficient irrigation. • Provides effective solutions to challenges posed by hot climates.

Enables telemedicine amidst hospital, clinic, ambulance, and field settings with integrated diagnostic equipment, medical IoT devices, and smart medical glasses to allow real-time collaboration for effective remote diagnosis, in-transit patient care, and resilient health.

FET uses cloud and IoT technologies launches a full range of electric vehicle charging services. It integrates all charging pile information on the market, provides complete information and cash flow services for both car owners and field owners to achieve real-time management. Features * Suitable fields：Apartment / Office building * Remote control within or without internet connectivity * Easy to use; Tap in access card and start charging * Convenient payment by telecom bill, credit card or LINE Pay * 24/7 operation & maintenance services

Nearly one-third of the population in Yunlin County are first-tier industrial workers, mainly agricultural planting and fishery breeding. Through the inventory of various key program modules of scientific and technological agriculture and through service and product design, the six-tier digital system has been completed. It has been effectively improving the first-tier Industrial productivity and filling the gap in production instability, and receiving a solution for the lack of labor and the approval of the National Development Council Plan. This will also make Yunlin a place where cases of digital transformation and creation blooming. This service is introduced into multiple towns and villages in Yunlin County and 350 jobs have been created and about 320 million production value have been increased.The project won the 2022 “Smart City Innovation Application Awards".

The Central Weather Administration (CWA) is the government agency responsible for earthquake monitoring and reporting in Taiwan. In order to reduce fatalities and property losses caused by earthquakes, a high-density real-time seismic network and the advanced earthquake early warning (EEW) system have been implemented and in operation. Currently, the CWA EEW system can issue the warning message in about 10 seconds after a strong earthquake occurring in or very near Taiwan. Starting from 2021, in order to further enhance the benefit of EEW to the practical earthquake hazard mitigation, the CWA has begun to develop the customized urban EEW system. By means of introducing the on-site earthquake early warning methods, and developing the artificial intelligence models. The systems, particularly for the big urban shallow earthquake, aim to further shorten the time of EEW to 7 seconds. That means it can give warning to the areas about 25 km away from the epicenter, and more people could be alerted before the destructive shaking.

Self-developed wireless low-power high-capacity communication protocol, suitable for motion trajectory IoT devices that pursue high battery life and low latency, and can connect 2,000 devices at the same time

iCue Smart Care Assistant iCue is more than a non-contact smart sensing mat—it’s a comprehensive intelligent care solution. -Smart Sensing Mat: Installed under any mattress, it continuously monitors physiological data like respiratory rate, heart rate, body movements, and bed exits without direct contact. -Real-Time Alerts: Detects critical events such as nighttime bed exits or prolonged immobility, instantly notifying caregivers to prevent falls and pressure ulcers. -AI-Driven Insights: Generates daily and weekly reports, analyzing health trends and providing data-driven care recommendations. -Professional Support: Offers expert nursing consultation to help users and institutions interpret data and optimize care plans. -Cross-Platform Integration: Sends real-time notifications to mobile and desktop devices, ensuring caregivers and family members stay informed anytime, anywhere.

Handling abnormal complaints requires extensive experience and expertise. However, the resignation or retirement of senior employees often leads to knowledge loss, impacting organizational efficiency and competitiveness. Through vector models, Morale AI transforms unstructured data (such as emails, PDFs, and Word documents) into structured data and integrates it into databases, enhancing data usability. Multi-modal models combine diverse data types, including text and images, to systematically record and preserve experience. By leveraging Retrieval-Augmented Generation (RAG) technology and similarity search, the model can accurately categorize issues, identify the root causes, and recommend relevant cases, significantly reducing manual processing time and error rates. This systematic approach not only enhances response efficiency and enables real-time analysis and resolution of customer issues but also reduces repetitive work for employees, improving overall productivity and customer satisfaction.

This project uses the 阡陌(QianMo) System, which drawing the road profiles, markings, signs, and signals based on the road geography data as a universal base map, to integrate cross-domain digital applications. Besides, 阡陌(QianMo) System has developed an application on mobile phone, through this application, user can complete the case opening, drawing, conversation recording, and photo-taking operations on-site, and convert the accident cases into collision elements in accordance with time, vehicle type, direction, collision type, and number of casualties. On the other hands, when handling improvements for accident-prone intersections, 阡陌(QianMo) System can overlay the elements to implement the collision composition analysis serves as a scientific proof and visualization tool for researching traffic improvement measures and explaining accident risk hotspots. Besides, after the subsequent engineering improvements, user can provide revision of road geography data as the feedback. Through this mechanism, which can achieve a digital governance cycle. Finally, through 阡陌(QianMo) System , this project integrates cross-domain applications related to police administration, transportation bureau, and engineering industry to improve driving environments and prevent traffic accidents.

The Civil IoT data service platform collected and stored environmental sensor data in four key areas: earthquake, water resources, air quality, and disaster prevention, and provides real-time data service using the OGC SensorThings API that conforms to the international data modeling standards for value-added services through a unified data modeling framework. In order to solve the problem of insufficient communication in remote areas, Band20 frequency band is utilized to build a backbone network core service for IoT application, which provides remote areas with the use of Band20 frequency band as a network communication method for IoT data transmission, and expands the scope of IoT deployment in remote areas.