{"version":"1.0","provider_name":"Sonatus","provider_url":"https:\/\/www.sonatus.com\/zh-cn\/","author_name":"Lisa Fernandez","author_url":"https:\/\/www.sonatus.com\/zh-cn\/blog\/author\/lisa-fernandez\/","title":"Michelin and Sonatus - Intelligent Tire Maintenance and Performance","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"gec1RlItl9\"><a href=\"https:\/\/www.sonatus.com\/zh-cn\/resources\/ai-director-partner-case-study-michelin\/\">Michelin and Sonatus &#8211; Intelligent Tire Maintenance and Performance<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.sonatus.com\/zh-cn\/resources\/ai-director-partner-case-study-michelin\/embed\/#?secret=gec1RlItl9\" width=\"600\" height=\"338\" title=\"&#8220;Michelin and Sonatus &#8211; Intelligent Tire Maintenance and Performance&#8221; &#8212; Sonatus\" data-secret=\"gec1RlItl9\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","thumbnail_url":"https:\/\/www.sonatus.com\/wp-content\/uploads\/2025\/12\/Michelin-Sonatus-Case-Study-Featured-Image.png","thumbnail_width":1200,"thumbnail_height":800,"description":"Tires play a critical role in vehicle safety, performance, total cost of ownership, and environmental impact, yet they remain largely invisible to vehicle intelligence systems. Traditional tire monitoring approaches rely on limited indicators such as pressure or temperature, which fail to capture the real operational conditions experienced by tires during daily driving. As a result, tires are often replaced prematurely (only 14% of tires actually reach end of life according to Michelin internal studies), increasing costs and environmental impact, or they are used in unsafe conditions due to undetected abnormal wear or overloading."}