Michelin North America, Inc. has introduced TreadVision by Michelin Retread Technologies, a new tire retreading system that combines artificial intelligence, robotics, and advanced data analytics to improve retread quality, operational consistency, and processing efficiency for commercial fleets.

The company unveiled the system at the Technology & Maintenance Council Annual Meeting, highlighting its focus on modernizing tire lifecycle management through automation and data-driven decision-making.“Michelin has a long history of innovation in the mobility space,” said Janet Foster-Whitley, senior director, Enterprise Dealer & North America Retreading. “With TreadVision, we’re driving the industry forward once again. Retreading plays a vital role in helping fleets extend asset life and control operating costs, and we’re evolving the process to deliver greater consistency, improved quality and faster turnaround times.”AI and automation in tire retreadingA central component of the new system is TreadEye, Michelin’s tread-depth assessment technology, now available across the Michelin Retread Technologies dealer network.The technology captures approximately 1,200 measurement points per tire, generating detailed data on tread wear and casing condition. This allows fleet operators to identify optimal pull points for retreading while helping preserve casing quality for additional service life.The system also incorporates AI-powered automated inspection and predictive modeling to identify irregularities that may not be visible during conventional inspection processes. Michelin said automated classification of Casing Integrity Analysis results through Vision AI improves quality control by helping ensure only suitable casings proceed through the retreading process.Improving efficiency and tire lifecycle performanceTreadVision also includes automated tire handling and plant flow systems designed to improve production efficiency and reduce turnaround times. Automated specification management standardizes build parameters, which can help lower process variability and reduce manual errors during retread production.By increasing consistency in retread manufacturing, systems like TreadVision may support broader sustainability goals in the commercial tire industry by extending tire life cycles and reducing raw material demand.Retreading remains an important segment of the wider tire recycling and rubber recycling ecosystem, helping maximize tire use before materials eventually enter downstream recovery streams such as crumb rubber, pyrolysis, or other recycling processes at end of life.Data-driven fleet managementTreadVision is integrated with Michelin’s Fleet Business Insights platform, which converts operational tire data into performance analytics for fleet operators.The platform offers visibility into tire wear trends, asset tracking, pull-point strategies, and cost management opportunities across the full tire lifecycle. This data-driven approach can help fleets improve maintenance planning while supporting operational efficiency and resource conservation.As digital technologies continue to expand across fleet operations, AI-enabled retreading systems may play a larger role in improving tire utilization, reducing waste, and supporting long-term sustainability in commercial transportation.Article source: Retreading Business.