Yamaha Motor eBike Systems GmbH Building a future-proof, lifecycle-spanning cloud platform

Yamaha E-Bike is a leading system provider in the e-bike segment, offering drive units, human-machine interfaces (HMI), and batteries as an integrated solution. With the introduction of the new high-performance QORE e-bike system, Yamaha Motor eBike Systems GmbH (YMESG) in Berlin decided to modernize and future-proof the system side of its hardware as well. The new architecture was designed to provide quality-of-life features for e-bike manufacturers, dealers, and end customers, while also unifying the previous system generation within a centralized cloud platform.

The new One E-Bike Cloud is intended to store and consolidate all data of each individual bicycle throughout its entire lifecycle. inovex was brought in to complement Yamaha’s internal team with experienced experts who could quickly integrate into the project without lengthy onboarding processes, supporting both the design and implementation of the innovative data and cloud architecture.

Challenge

For YMESG, the starting point was the introduction of the powerful QORE system, which required an equally high-performance service system. While the existing data system already stored large amounts of telemetry and production data, its structures were not capable of meeting the requirements of the QORE system.

YMESG’s vision for the new QORE system was to create a digital twin of each e-bike in the cloud, similar to what the existing system already enabled. This comprehensive representation would allow all events—from firmware updates and error histories to maintenance activities—to be tracked seamlessly. With this new manufacturer- and dealer-oriented tooling, administration, maintenance, and warranty handling can be managed through a single, consolidated platform.

The greatest technical challenge was legacy compatibility: the new cloud architecture must seamlessly integrate the predecessor system in order to process its data in sync, while ensuring that existing mobile end-user apps continue to function.

Project Approach

inovex primarily focused on designing the cloud architecture and integrating the data. Given the tight timeline, the rapid onboarding of experienced inovex team members was essential. The onboarding process was smooth, allowing development to begin quickly.

Together with inovex, YMESG redesigned the architecture and fundamentally restructured the existing system landscape to establish a scalable and maintainable One E-Bike Cloud.

In addition, a new, future-proof data model was created, with optimized integration into the existing CRM system that stores critical master and process data. Interfaces were provided to connect additional user groups to the new system. In the medium term, however, the legacy CRM service tool is to be replaced by a new one. Bicycle manufacturers and dealers were connected to the new service tool to carry out maintenance and repairs. End-user apps for iOS and Android now also retrieve their data from this central cloud.

To fully integrate this system, legacy integration plays a key role in the project. Due to the requirements of the QORE system, the existing data structure is being adapted, and the integration of the predecessor system is being adjusted accordingly. In the future, the new data structure will represent both QORE-based e-bikes and those using previous product generations.

Through the consistent realignment of the data architecture, the foundation has been laid for future features, such as over-the-air (OTA) firmware updates.

Results and Outlook

The central result of the collaboration is the One E-Bike Cloud, which enables Yamaha to digitally map the entire lifecycle of each individual e-bike. The platform consolidates telemetry, production, and service data into a digital twin for every bicycle.

With this product, Yamaha has significantly improved service efficiency for its direct partners. Bicycle dealers and manufacturers now use a central tool that provides direct access to a bike’s history, greatly accelerating and increasing the transparency of maintenance, repair processes, and warranty handling. At the same time, beyond supporting the new QORE system, Yamaha benefits from improved data quality across all relevant information, enabling more informed product development and faster responses to issues.

Looking ahead, the One E-Bike Cloud is planned to become the central hub for all e-bike systems. The first step will be the full migration of the QORE system to the cloud, followed by the seamless integration of the predecessor system. Continuous expansion of features in dealer and manufacturer tooling, as well as the rollout of new services for end users via mobile apps, will be key focuses of further development. The new architecture provides all necessary interfaces and the appropriate data distribution to enable future capabilities such as delivering firmware updates directly to e-bikes via the cloud—creating significant added value for end users.