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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. Built with scalability in mind, the platform integrates with existing tools and continuously improves via real-time feedback loops.\u003C\u002Fp>\n",{"ID":1211,"id":1211,"title":1212,"filename":1213,"filesize":1214,"url":1215,"link":1216,"alt":9,"author":508,"description":1212,"caption":1212,"name":1217,"status":542,"uploaded_to":1218,"date":1219,"modified":1220,"menu_order":14,"mime_type":571,"type":546,"subtype":572,"icon":548,"width":573,"height":573,"sizes":1221},8496,"Optimizing-Repair-Efficiency-Predictive-Spare-Parts-Forecasting-Manufacturing-Client-CBTW","Optimizing-Repair-Efficiency-Predictive-Spare-Parts-Forecasting-Manufacturing-Client-CBTW.jpg",66408,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FOptimizing-Repair-Efficiency-Predictive-Spare-Parts-Forecasting-Manufacturing-Client-CBTW.jpg","https:\u002F\u002Fstaging.cbtw.tech\u002Fsectors\u002Fmanufacturing-industry\u002Foptimizing-repair-efficiency-predictive-spare-parts-forecasting-manufacturing-client-cbtw\u002F","optimizing-repair-efficiency-predictive-spare-parts-forecasting-manufacturing-client-cbtw",8191,"2025-07-03 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Alliances",[1235,1248,1262,1276,1293,1307,1320,1333,1346,1359,1372,1386],{"image":1236,"website_url":9},{"ID":1237,"id":1237,"title":1238,"filename":1239,"filesize":1240,"url":1241,"link":1242,"alt":1243,"author":508,"description":1238,"caption":1238,"name":1244,"status":542,"uploaded_to":568,"date":1245,"modified":1246,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":851,"height":259,"sizes":1247},7080,"Temenos-Partners-logo-CBTW-Banking-and-Financial-Services-Solutions","Temenos-Partners-logo-CBTW-Banking-and-Financial-Services-Solutions.png",1031,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FTemenos-Partners-logo-CBTW-Banking-and-Financial-Services-Solutions.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Ftemenos-partners-logo-cbtw-banking-and-financial-services-solutions\u002F","Temenos Partners logo CBTW Banking and Financial Services 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Solutions","Microsoft-Logo-Partner-CBTW-Cloud-and-Enterprise-Platform-Services.png",1079,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FMicrosoft-Logo-Partner-CBTW-Cloud-and-Enterprise-Platform-Services.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Fmicrosoft-logo-partner-cbtw-cloud-and-enterprise-platform-services\u002F","Microsoft Logo Partner CBTW Cloud and Enterprise Platform Services","Microsoft is a core partner helping CBTW deliver productivity, cloud, and analytics solutions to high-end clients","microsoft-logo-partner-cbtw-cloud-and-enterprise-platform-services","2025-06-19 05:18:08","2025-07-22 09:01:53",{"thumbnail":1254,"thumbnail-width":551,"thumbnail-height":259,"medium":1254,"medium-width":851,"medium-height":259,"medium_large":1254,"medium_large-width":851,"medium_large-height":259,"large":1254,"large-width":851,"large-height":259,"1536x1536":1254,"1536x1536-width":851,"1536x1536-height":259,"2048x2048":1254,"2048x2048-width":851,"2048x2048-height":259},{"image":1263,"website_url":9},{"ID":1264,"id":1264,"title":1265,"filename":1266,"filesize":1267,"url":1268,"link":1269,"alt":1265,"author":508,"description":1270,"caption":1271,"name":1272,"status":542,"uploaded_to":568,"date":1273,"modified":1274,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":851,"height":259,"sizes":1275},7079,"SAS Partners logo CBTW Luxury Sector Solutions","SAS-Partner-Logo-CBTW-Data-Analytics-and-AI-Services.png",1243,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FSAS-Partner-Logo-CBTW-Data-Analytics-and-AI-Services.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Fsas-partner-logo-cbtw-data-analytics-and-ai-services\u002F","CBTW partners with SAS to harness analytics and AI that optimize decision-making for luxury business leaders","SAS-Partner-Logo-CBTW-Data-Analytics-and-AI-Services","sas-partner-logo-cbtw-data-analytics-and-ai-services","2025-06-19 05:18:06","2025-07-22 09:02:45",{"thumbnail":1268,"thumbnail-width":551,"thumbnail-height":259,"medium":1268,"medium-width":851,"medium-height":259,"medium_large":1268,"medium_large-width":851,"medium_large-height":259,"large":1268,"large-width":851,"large-height":259,"1536x1536":1268,"1536x1536-width":851,"1536x1536-height":259,"2048x2048":1268,"2048x2048-width":851,"2048x2048-height":259},{"image":1277,"website_url":9},{"ID":1278,"id":1278,"title":1279,"filename":1280,"filesize":1281,"url":1282,"link":1283,"alt":1279,"author":40,"description":1284,"caption":1285,"name":1286,"status":542,"uploaded_to":1287,"date":1288,"modified":1289,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":1290,"height":203,"sizes":1291},6196,"Atlassian Partners logo CBTW Luxury Sector Solutions","Atlassian.png",4825,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FAtlassian.png","https:\u002F\u002Fstaging.cbtw.tech\u002Facfs-huong-testing\u002Fatlassian\u002F","Atlassian is a key partner enabling efficient collaboration and product development in CBTW's luxury sector solutions","Atlassian – powering luxury sector collaboration with CBTW","atlassian",6185,"2025-05-11 17:02:47","2025-07-22 08:56:49",161,{"thumbnail":1292,"thumbnail-width":551,"thumbnail-height":130,"medium":1282,"medium-width":1290,"medium-height":203,"medium_large":1282,"medium_large-width":1290,"medium_large-height":203,"large":1282,"large-width":1290,"large-height":203,"1536x1536":1282,"1536x1536-width":1290,"1536x1536-height":203,"2048x2048":1282,"2048x2048-width":1290,"2048x2048-height":203},"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FAtlassian-100x12.png",{"image":1294,"website_url":9},{"ID":1295,"id":1295,"title":1296,"filename":1297,"filesize":1298,"url":1299,"link":1300,"alt":1301,"author":508,"description":1302,"caption":1301,"name":1303,"status":542,"uploaded_to":568,"date":1304,"modified":1305,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":851,"height":259,"sizes":1306},7083,"IBM-Partner-Logo-CBTW-Data-Analytics-and-AI-Services","IBM-Partner-Logo-CBTW-Data-Analytics-and-AI-Services.png",801,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FIBM-Partner-Logo-CBTW-Data-Analytics-and-AI-Services.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Fibm-partner-logo-cbtw-data-analytics-and-ai-services\u002F","IBM Partners logo CBTW Luxury Sector Solutions","CBTW partners with IBM to integrate enterprise-grade AI and data capabilities for luxury brands pursuing digital transformation","ibm-partner-logo-cbtw-data-analytics-and-ai-services","2025-06-19 05:21:00","2025-07-22 09:00:53",{"thumbnail":1299,"thumbnail-width":551,"thumbnail-height":259,"medium":1299,"medium-width":851,"medium-height":259,"medium_large":1299,"medium_large-width":851,"medium_large-height":259,"large":1299,"large-width":851,"large-height":259,"1536x1536":1299,"1536x1536-width":851,"1536x1536-height":259,"2048x2048":1299,"2048x2048-width":851,"2048x2048-height":259},{"image":1308,"website_url":9},{"ID":1309,"id":1309,"title":1310,"filename":1311,"filesize":1312,"url":1313,"link":1314,"alt":1315,"author":508,"description":1316,"caption":1315,"name":1317,"status":542,"uploaded_to":568,"date":1259,"modified":1318,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":851,"height":259,"sizes":1319},7082,"Kong-Partner-logo-CBTW-Cloud-and-Enterprise-Platform-Services","Kong-Partner-logo-CBTW-Cloud-and-Enterprise-Platform-Services.png",1248,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FKong-Partner-logo-CBTW-Cloud-and-Enterprise-Platform-Services.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Fkong-partner-logo-cbtw-cloud-and-enterprise-platform-services\u002F","Kong 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Luxury Sector Solutions","Amazon-Web-Service-AWS-Logo-Partner-CBTW-Cloud-and-Enterprise-Platforms.png",1120,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FAmazon-Web-Service-AWS-Logo-Partner-CBTW-Cloud-and-Enterprise-Platforms.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Famazon-web-service-aws-logo-partner-cbtw-cloud-and-enterprise-platforms\u002F","As a strategic partner, AWS supports CBTW in delivering secure, scalable cloud solutions tailored to the luxury industry","amazon-web-service-aws-logo-partner-cbtw-cloud-and-enterprise-platforms","2025-06-18 14:30:43","2025-07-22 08:57:39",{"thumbnail":1326,"thumbnail-width":551,"thumbnail-height":259,"medium":1326,"medium-width":851,"medium-height":259,"medium_large":1326,"medium_large-width":851,"medium_large-height":259,"large":1326,"large-width":851,"large-height":259,"1536x1536":1326,"1536x1536-width":851,"1536x1536-height":259,"2048x2048":1326,"2048x2048-width":851,"2048x2048-height":259},{"image":1334,"website_url":9},{"ID":1335,"id":1335,"title":1336,"filename":1337,"filesize":1338,"url":1339,"link":1340,"alt":1341,"author":508,"description":1336,"caption":1336,"name":1342,"status":542,"uploaded_to":568,"date":1343,"modified":1344,"menu_order":14,"mime_type":545,"type":546,"subtype":547,"icon":548,"width":851,"height":259,"sizes":1345},7001,"Mendix-Logo-Partner-CBTW-Low-Code-Software-Engineering-Services","Mendix-Logo-Partner-CBTW-Low-Code-Software-Engineering-Services.png",946,"https:\u002F\u002Fstaging-admin.cbtw.tech\u002Fwp-content\u002Fuploads\u002FMendix-Logo-Partner-CBTW-Low-Code-Software-Engineering-Services.png","https:\u002F\u002Fstaging.cbtw.tech\u002Fcollaboration-betters-the-world\u002Fmendix-logo-partner-cbtw-low-code-software-engineering-services\u002F","Mendix Logo Partner CBTW Low Code Software Engineering Services","mendix-logo-partner-cbtw-low-code-software-engineering-services","2025-06-18 14:31:48","2025-06-19 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