{"id":67741,"date":"2025-06-03T09:20:07","date_gmt":"2025-06-03T07:20:07","guid":{"rendered":"https:\/\/repawelt.de\/ai-and-digital-twins-in-the-automotive-aftermarket\/"},"modified":"2025-06-04T09:41:30","modified_gmt":"2025-06-04T07:41:30","slug":"ai-and-digital-twins-in-the-automotive-aftermarket","status":"publish","type":"post","link":"https:\/\/repawelt.de\/en\/ai-and-digital-twins-in-the-automotive-aftermarket\/","title":{"rendered":"AI and digital twins in the automotive aftermarket"},"content":{"rendered":"

[et_pb_section fb_built=”1″ admin_label=”Sektion” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”0px||0px|||” global_colors_info=”{}”][et_pb_row _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text admin_label=”Neue Fahrzeugarchitekturen ver\u00e4ndern den Aftermarket” _builder_version=”4.27.4″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

New vehicle architectures are changing the aftermarket<\/h1>\n

<\/h1>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”Introduction” _builder_version=”4.24.2″ _module_preset=”default” custom_padding=”0px|||||” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/repawelt.de\/wp-content\/uploads\/2025\/06\/KI-und-digitale-Zwillinge-im-Automotive-Aftermarket.webp” alt=”AI and digital twins in the automotive aftermarket” title_text=”AI and digital twins in the automotive aftermarket” url_new_window=”on” align=”center” force_fullwidth=”on” admin_label=”Bild (Beitrag)” _builder_version=”4.27.4″ _module_preset=”default” custom_margin=”-16px|||||” global_colors_info=”{}”][\/et_pb_image][et_pb_text admin_label=”Einleitung” _builder_version=”4.27.4″ _module_preset=”default” min_height=”144px” custom_margin=”8px|||||” custom_padding=”0px|||||” global_colors_info=”{}”]<\/p>\n

AI-supported product intelligence in the automotive aftermarket<\/h3>\n
\n

Modern solutions such as AI-based product intelligence and digital twins enable more efficient working methods and provide clear competitive advantages for workshops and parts wholesalers – the new technologies speed up processes, minimize sources of error and make data useful.<\/p>\n<\/blockquote>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=”Section 1″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.24.2″ _module_preset=”default” global_colors_info=”{}”][et_pb_text admin_label=”Text (Beitrag)” _builder_version=”4.27.4″ _module_preset=”default” custom_margin=”-36px|||||” link_option_url_new_window=”on” global_colors_info=”{}”]<\/p>\n

Today’s vehicles consist of an interplay of complex mechanical, electronic and software systems. Traditional diagnostic devices are reaching their limits. Digital solutions provide a remedy. The increasing diversity of variants and tight timeframes in workshop operations require tools that work in a networked, intelligent and scalable way. <\/p>\n

Example: The Spread platform integrates product data from various sources, structures it semantically and makes it available as required. This makes diagnosis, repair and parts identification much easier. <\/p>\n

Product intelligence: structured data is the key<\/h2>\n

Modern workshop processes require more than just access to data. Their quality and structure are crucial. Product Intelligence bundles and interprets information from a wide variety of sources: <\/p>\n

    \n
  • Diagnostic systems<\/li>\n
  • CAD models<\/li>\n
  • Repair guides<\/li>\n
  • Sensor and telemetry data<\/li>\n<\/ul>\n

    The goal: a functional digital twin that not only recognizes individual components, but also understands their interactions.<\/p>\n

    Digital twins: faster fault diagnosis, lower risk<\/h2>\n

    The Spread platform shows how digital twins are transforming everyday workshop practice. Distributed data merges into an intelligent vehicle model that shows cause-and-effect relationships. <\/p>\n

    Concrete advantages for the aftermarket:<\/p>\n

      \n
    • Up to 80 % faster troubleshooting<\/li>\n
    • Lower costs due to fewer returns<\/li>\n
    • Context-sensitive support directly on the vehicle<\/li>\n<\/ul>\n

      Practical example: A mechanic uses a voice command to ask a question about a vehicle camera. The AI recognizes the request, searches relevant data sources and provides visual recommendations for action in real time – in the desired language. <\/p>\n

      Data structure as the foundation for AI benefits<\/h2>\n

      Data quality determines the success of AI-supported systems. Unstructured raw data brings little added value. Spread uses a semantic data architecture that recognizes and correctly interprets terms such as DTC, ECU or software container. <\/p>\n

        \n
      • Advantages for workshops and wholesalers:<\/li>\n
      • Standardized data structure across system boundaries<\/li>\n
      • Direct access to relevant information<\/li>\n
      • Reduction of media disruptions and duplication of work<\/li>\n<\/ul>\n

        The platform remains flexible and adapts dynamically to new vehicle models and technology standards.<\/p>\n

        People and technology: practical relevance as a success factor<\/h2>\n

        Despite a high degree of automation, humans remain crucial. Successful AI integration can only be achieved with user-friendly solutions. <\/p>\n

        Important factors for implementation:<\/p>\n

          \n
        • Intuitive user interfaces<\/li>\n
        • Practical use cases<\/li>\n
        • Training and promoting acceptance in the team<\/li>\n<\/ul>\n

          Small and medium-sized companies in particular benefit from a modular approach. Instead of selective pilot projects, the focus should be on long-term scalability. <\/p>\n

          Conclusion:<\/strong> Future-proofing through networked intelligence. AI-based product intelligence is no longer a vision, but already a reality in the aftermarket. Platforms such as Spread create real added value – from faster diagnostic processes to precise error prevention. Companies that invest in structured data models and AI applications at an early stage gain a clear competitive advantage. Because the more complex the vehicles, the more important immediate access to relevant knowledge becomes – across systems, in multiple languages and available at any time. <\/p>\n

          [\/et_pb_text][et_pb_text admin_label=”Autor, Quelle, Foto” _builder_version=”4.27.4″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

          Author: Jens Kreutzer, Photo: Freepik, Source: Aftermarket Update.<\/h6>\n

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          Modern solutions such as AI-based product intelligence and digital twins enable more efficient working methods and give workshops and tea wholesalers a clear competitive edge.<\/p>\n","protected":false},"author":6,"featured_media":67679,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[1660,1243,1735,1867],"tags":[1884,1971,1650,1196,1866],"class_list":["post-67741","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-car-parts","category-news-en","category-technology","category-workshop-equipment","tag-fahrzeugdiagnose","tag-kuenstliche-intelligenz","tag-technik","tag-werkstattausruestung","tag-werkstaetten"],"yoast_head":"\nAI and digital twins in the automotive aftermarket - 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