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It’s a step forward for both performance and sustainability.\"","\u003Cp data-start=\"354\" data-end=\"520\">Service Operations Lead, Manufacturing Leader\u003C\u002Fp>\n\u003Cp data-start=\"354\" data-end=\"520\">\u003Cstrong data-start=\"559\" data-end=\"582\">About this project:\u003C\u002Fstrong>\u003Cbr data-start=\"582\" data-end=\"585\" \u002F>Our client, a global manufacturer of high-end domestic appliances, wanted to make repair operations more efficient — both to reduce emissions and increase circularity.\u003C\u002Fp>\n\u003Cp data-start=\"559\" data-end=\"927\">We developed a machine learning solution to predict the spare parts most likely needed during a first customer visit, based on multilingual service data and technician input.\u003C\u002Fp>\n\u003Cp data-start=\"929\" data-end=\"1180\">The solution helped increase first-fix rates by over 90%, reduce internal returns, and cut unnecessary parts shipments. 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13:40:57",30,{"thumbnail":1397,"thumbnail-width":558,"thumbnail-height":1403,"medium":1397,"medium-width":558,"medium-height":1403,"medium_large":1397,"medium_large-width":558,"medium_large-height":1403,"large":1397,"large-width":558,"large-height":1403,"1536x1536":1397,"1536x1536-width":558,"1536x1536-height":1403,"2048x2048":1397,"2048x2048-width":558,"2048x2048-height":1403},{"acf_fc_layout":1406,"tag_name":1407,"section_title":1408,"description":1409,"image":1410,"cta_link":1424,"hubspot_form_id":1426,"align_center":522},"block_lets_connect","LET'S CONNECT","Empower Your Business With Our Industry Experts","If your organization depends on technology systems that must perform reliably at scale, we would welcome the opportunity to explore how we can support your teams. \r\nGet in touch with our experts.",{"ID":1411,"id":1411,"title":1412,"filename":1413,"filesize":1414,"url":1415,"link":1416,"alt":1417,"author":38,"description":1418,"caption":1418,"name":1419,"status":548,"uploaded_to":102,"date":1420,"modified":1421,"menu_order":13,"mime_type":551,"type":552,"subtype":553,"icon":554,"width":555,"height":555,"sizes":1422},8030,"Call-to-action-banner-Luxury-Solutions-CBTW-Global-Tech-Company","Call-to-action-banner-Sector-Focus-CBTW-Global-Tech-Company.png",136435,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FCall-to-action-banner-Sector-Focus-CBTW-Global-Tech-Company.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fsectors\u002Fcall-to-action-banner-sector-focus-cbtw-global-tech-company\u002F","Collage of four diverse luxury sector professionals overlaid on a vibrant geometric background with red, yellow, and blue shapes representing collaboration and inclusion","Call to action banner Luxury Solution CBTW Global Tech 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