SafeRide has released vInsight™, a deep learning Vehicle Health Management (VHM) platform that enables efficient development and deployment of AI-based Integrated Vehicle Health Management solutions in passenger and commercial vehicles. Designed for OEMs, Tier 1 suppliers, aftermarket telematics vendors, and fleets, the vInsight platform includes a VHM development tool and inference engines targeted for in-vehicle and remote AI-based vehicle health monitoring.
vInsight™ Developer is a tool that enables customers to develop, train, optimize, test, and deploy state-of-the-art deep learning algorithms for VHM using a rich library of production grade models and design templates for major vehicle systems such as engine, transmission, emission, braking, battery management, and more. vInsight Developer can generate compressed and optimized models for embedded deployment onboard vehicles.
vInsight™ Edge is an embedded VHM runtime engine that is designed for gateway modules, domain controllers, and telematics modules. vInsight™ Cloud is a VHM runtime engine that supports legacy vehicles and aftermarket deployment. These runtime engines enable real-time inferencing using the trained VHM algorithms created by vInsight Developer.
SafeRide’s vInsight platform is designed with a hybrid approach that combines AI with physics and domain knowledge to deliver optimal performance. vInsight Developer enables customers and partners with vehicle domain expertise to combine their knowledge with SafeRide’s models, templates, and design flows to deliver the required results in a short time, with little or no AI expertise.
vInsight uses SafeRide’s award winning unsupervised and self-supervised deep learning technology. While other AI-based solutions learn from labeled data sets with abnormal health conditions, vInsight can learn from unlabeled data sets with only normal health conditions. This dramatically simplifies the data collection and training processes and enables VHM applications that were not possible before.
The vInsight Edge Runtime is pre-integrated with NXP Semiconductor’s S32G Vehicle Network Processor for service-oriented gateways and domain controllers that can provide the processing performance and access to the vehicle-wide data needed for advanced VHM.
SafeRide’s vInsight solution is currently being deployed in pilot projects with several major OEMs and fleets.