According to ttnews.com, at the Technology & Maintenance Council 2026 annual meeting in Nashville, Michelin North America introduced TreadVision by Michelin Retread Technologies, an AI-driven platform designed to reshape commercial tire retreading. The system combines artificial intelligence, robotics, laser measurement, and data analytics to automate and standardize retread workflows for fleets and retread operators.
TreadVision centers on precise measurement and repeatable inspection. Its TreadEye tool captures 1,200 tread depth points per tire to produce detailed wear maps and assess casing integrity. Those data let shops and fleets refine pull points, avoid unnecessary downtime, and make better reuse decisions for casings.
Beyond measurement, the platform brings AI into inspection. Automated visual checks flag anomalies that traditional manual inspections can miss, and Vision AI interprets shearography results to make quality control more objective. Shearography is an imaging method used to detect internal separations and inconsistencies in tire structure, and automated classification removes much of the subjectivity from pass or fail calls.
TreadVision also automates physical handling and specification management, cutting human variability from repetitive steps. The result should be faster turnarounds, more consistent retread quality, and improved reliability for fleets that depend on predictable tire performance.
Complementing the retread system, Michelin Connected Fleet rolled out Smart Predictive Tire, a continuous monitoring solution targeted at Classes 7 and 8 trailer fleets. The system tracks pressure and temperature in real time and applies predictive analytics, including a Smart Leak algorithm that estimates time to critical failure.
Early adopters reported meaningful operational gains: up to 80% fewer emergency roadside events, a 9% increase in tire life after correcting under-inflation, and 4% fuel savings. Those are outcomes fleets chase because fewer breakdowns and better inflation translate directly to lower costs and higher uptime.
Executives including Emily Ledbetter and Neil Abernathy framed the offerings as tools to cut costs, bolster sustainability, and improve safety, while keeping rigs rolling through proactive maintenance. Both solutions feed data into Michelin’s Fleet Business Insights platform, providing fleets with performance trends, asset tracking, and cost-management metrics.
Taken together, the announcements position Michelin as more than a tire maker. With TreadVision and Smart Predictive Tire, the company is pushing into connected services and manufacturing automation that promise to reduce variability, extend tire life, and make fleet maintenance more predictive and data driven.
