How is Machine Learning Reinventing Tire Performance? | with Jeremy Vayssettes of Michelin
The Garage by SonatusShow Notes
In this podcast episode recorded at CES 2026, Jeremy Vayssettes, Chief Technology Officer for Tire Digital Twin at Michelin, discusses how the company is expanding beyond traditional tire manufacturing into AI-powered software solutions. Jeremy explains Michelin's innovative tire digital twin technology, including SmartWear and SmartLoad algorithms that monitor tire condition in real-time using existing vehicle sensors without additional hardware. These models enable predictive maintenance, helping fleets optimize tire replacement timing, reduce costs, and improve safety. The conversation covers how the technology integrates with ADAS systems to provide better grip prediction and vehicle performance optimization throughout the tire's lifecycle. Jeremy also discusses Michelin's partnership with Sonatus, which uses the Sonatus AI Director infrastructure to scale these solutions across different vehicle manufacturers. The episode highlights the sustainability benefits of the technology, and how AI can help extend tire life while maintaining safety and performance.
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