U-Bike
Case Study: Driving Safer Roads with OmniEyes AI Solutions – The YouBike Success Story
Background: Giant Group and YouBike
Giant Manufacturing Co. Ltd., commonly known as Giant, a global leader in bicycle manufacturing with extensive market presence, has long been a leader in sustainable urban mobility. As part of their mission to enhance eco-friendly transportation, they operate YouBike, Taiwan’s leading station-based bike-sharing service. With more than 7900 stations conveniently located near public transit hubs and city hotspots, YouBike has become an integral part of Taiwan’s urban commuting network. The annual YouBike rental numbers among the six metros, including Taipei, Taichung, and Kaohsiung have exceeded 160 million in 2024, highlighting its widespread adoption and significance.
To ensure a seamless user experience, YouBike manages a dedicated fleet responsible for redistributing bicycles across its stations. These trucks operate in busy city environments where traffic violations, particularly red light running, pose safety concerns. Recognizing the importance of safe and efficient fleet management, YouBike sought an advanced AI-driven solution to improve driver safety and operational oversight.
The Challenge: Enhancing Driver Safety and Compliance
With a fleet that continuously navigates high-traffic areas, YouBike faced several key challenges:
- Reducing overall traffic risks, including red light running, no stop at intersections, as well as real-time alerts to drivers to avoid accidents, to protect pedestrians, cyclists, and drivers alike.
- Improving fleet management through AI-driven insights and driver behavior monitoring.
In 2023, YouBike made a strategic decision to implement OmniEyes’ AI-powered fleet management solution, MyFleet. Over time, they expanded their fleet from nearly 200 to close to 300 trucks, all equipped with OmniEyes technology. This investment aimed to provide greater oversight of driver behavior, fostering a culture of safety and accountability.
The Solution: AI-Powered Monitoring and Driver Coaching
OmniEyes’ MyFleet system continuously monitors driver behavior in real time, detecting critical safety concerns such as red light running and failure to stop at intersections. It also provides real-time alerts to drivers, helping them avoid collisions with vehicles or pedestrians, ensuring a safer driving environment. The solution provides instant feedback and actionable insights, allowing fleet managers to identify high-risk driving behaviors.
Starting in April 2024, YouBike leveraged OmniEyes’ AI-generated insights to launch a structured driver coaching program, specifically targeting red light running and intersection compliance. This proactive approach equipped drivers with the necessary awareness and tools to adopt safer driving habits. This targeted intervention empowered drivers with real-time awareness and reinforced safe driving practices.
The Results: A Measurable Reduction in Traffic Violations
The impact of OmniEyes’ AI-powered intervention was both rapid and measurable, reinforcing YouBike’s commitment to continuous safety improvements. Key improvements observed include:
- A 53% reduction in red light running violations from April to December 2024.
- A 94% overall improvement in driver behavior after the implementation of coaching programs.
- Increased adherence to traffic regulations, contributing to safer roads and enhanced public confidence in YouBike’s commitment to safety.
Customer Testimonial: The YouBike Experience
“At YouBike, safety is paramount—not just for riders using YouBike but for everyone on the road. Implementing OmniEyes’ AI solution has transformed the way we manage our fleet. Since we began leveraging MyFleet, our drivers have become significantly more aware of their behaviors, leading to a notable drop in traffic violations.” – [YouBike Representative]
“The data-driven insights provided by OmniEyes allowed us to implement targeted coaching and behavioral corrections. The results speak for themselves, and we are thrilled with the improvements we’ve seen in fleet safety and compliance.” – [Fleet Manager, YouBike]
Conclusion: A Safer Future with AI-Driven Insights
By integrating OmniEyes’ MyFleet AI technology into their operations, YouBike has significantly enhanced driver safety, improved compliance, and contributed to safer roads across Taiwan. This case study underscores the power of AI-driven insights in fleet management, demonstrating how data-informed decision-making can drive impactful change.
With an ongoing commitment to safety and operational excellence, YouBike and OmniEyes continue to work together to create a safer, smarter urban mobility ecosystem for the future.

