{"id":153016,"date":"2026-01-29T14:40:56","date_gmt":"2026-01-29T13:40:56","guid":{"rendered":"https:\/\/www.wscad.com\/how-the-first-ai-generated-control-cabinet-was-created\/"},"modified":"2026-02-20T09:39:57","modified_gmt":"2026-02-20T08:39:57","slug":"how-the-first-ai-generated-control-cabinet-was-created","status":"publish","type":"post","link":"https:\/\/www.wscad.com\/us\/how-the-first-ai-generated-control-cabinet-was-created\/","title":{"rendered":"How the first AI-generated control cabinet was created"},"content":{"rendered":"[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” disable_element=”yes” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” shape_type=”” gradient_type=”default”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_raw_html]JTVCZmVhdHVyZWRfaW1nJTVE[\/vc_raw_html][\/vc_column][\/vc_row][vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” top_margin=”0″ column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771511264797{margin-bottom: 40px !important;}” text_direction=”default”]Author: Christian Rathgeber, Team Lead Business Development WSCAD<\/em>[\/vc_column_text][vc_row_inner equal_height=”yes” content_placement=”top” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all” css=”.vc_custom_1770301053381{margin-bottom: 40px !important;}”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”” text_direction=”default”]At SPS 2025 \u2013 the leading global trade show for electrical automation in Nuremberg \u2013 WSCAD, together with its partners, presented the world\u2019s first AI-generated control cabinet. This marks a new era in electrical engineering \u2013 traditional processes are intelligently transformed and automated, while the expertise of the electrical designer remains indispensable.<\/strong>[\/vc_column_text][vc_column_text css=”.vc_custom_1771576333337{margin-bottom: 40px !important;}” text_direction=”default”]Control cabinet engineering is one of the most demanding disciplines in electrical design. Design, layout, wiring, labeling, and documentation are closely interlinked. In addition, manufacturing data must be generated for wires and harnesses, mounting plates, and cabinet enclosures. In practice, however, these steps are often handled in separate workflows.
\nThe use of artificial intelligence now makes it possible to systematically integrate these steps and, based on existing digital schematics, generate a production-ready control cabinet layout. To achieve this, the AI analyzes existing schematic data and uses it as a foundation to automate and interlink downstream design steps. For the first time, control cabinet design can be automated in a structured way \u2013 delivering tangible benefits.[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][nectar_video_player_self_hosted video_mp4=”https:\/\/www.wscad.com\/wp-content\/uploads\/2026\/01\/ELECTRIX-AI-2026-EN-Generate-Cabinet-Compressed.mp4″ align=”center” player_functionality=”default” border_radius=”none” box_shadow=”none” advanced_gradient_display_type=”linear”][vc_column_text css=”.vc_custom_1771520283683{margin-bottom: 40px !important;}” text_direction=”default” el_class=”small”]The use of artificial intelligence allows control panel design to be systematically automated for the first time, offering several advantages.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=”yes” content_placement=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”column_reverse” column_direction_phone=”column_reverse” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all” css=”.vc_custom_1769612513881{margin-bottom: 40px !important;}”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576359238{margin-bottom: 40px !important;}” text_direction=”default”]The starting point of the AI-assisted workflow is a digital schematic. It represents the logical structure of the system and contains all information about components, electrical connections, and functional relationships. The AI analyzes this data and relates the information to one another, considering not just individual components but the system as a whole.<\/p>\n

It is essential that the schematic always remains the technical reference. The AI uses the information it contains on components, connections, and functions to derive the control cabinet layout. The added value lies in the structured transfer of existing engineering data into a consistent, production-ready control cabinet layout.<\/p>\n

In parallel with layout generation, a digital twin of the control cabinet is created. It contains all relevant geometric, functional, and documentation data and serves as a single source of truth throughout the entire lifecycle \u2013 from design through manufacturing to maintenance.[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771519289945{margin-bottom: 40px !important;padding-top: 20px !important;padding-right: 15px !important;padding-bottom: 20px !important;padding-left: 15px !important;background-color: #F2F2F2 !important;}” text_direction=”default” el_class=”single_testimonial”]\n

The added value lies in the structured transfer of existing engineering data into a consistent, production-ready control cabinet layout..<\/p><\/blockquote>\n

Christian Rathgeber[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=”yes” content_placement=”top” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all” css=”.vc_custom_1770301060677{margin-bottom: 40px !important;}”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576393290{margin-bottom: 40px !important;}” text_direction=”default”]\n

The role of the electrical designer<\/h3>\n

Even with a high degree of automation, the electrical designer remains a central authority. The AI does not assume engineering responsibility; instead, it supports the execution of defined design logic. The designer defines the framework within which the AI operates and reviews the generated results.<\/p>\n

Human expertise remains indispensable, particularly for project-specific requirements, custom solutions, or customer-specific standards. Normative requirements, internal company rules, and individual preferences cannot be fully automated. The designer reviews the AI-generated proposals, makes targeted adjustments, and releases the final design.<\/p>\n

Decisions, rules, and standards are stored within the system and made available to the AI for future projects. This ensures that experiential knowledge is reproducible, consistently applied, and no longer dependent on individual experts.<\/p>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576428160{margin-bottom: 40px !important;}” text_direction=”default”]The quality of AI-assisted design depends largely on how well company-specific and customer-specific knowledge is integrated. Users can incorporate their own documents \u2013 such as specifications, internal design guidelines, interpretations of standards, or manufacturer approvals \u2013 into the AI Copilot. This information is available across projects and can be queried for questions such as permissible technical design or the selection of approved components.<\/p>\n

The AI\u2019s responses are based exclusively on these stored documents, ensuring that knowledge is applied consistently and permanently embedded in the system, while the electrical designer retains full professional responsibility. This shift also impacts collaboration within organizations. Design logic is no longer tied to individuals but systematically documented. At the same time, the expertise of experienced designers remains a decisive factor in achieving high-quality and precise design results.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=”yes” content_placement=”top” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all” css=”.vc_custom_1770301068867{margin-bottom: 40px !important;}”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576516505{margin-bottom: 40px !important;}” text_direction=”default”]\n

Major advantages of AI in electrical engineering<\/h3>\n
    \n
  1. Speed<\/strong> \u2013 Design steps that were previously sequential and manual can now be executed in parallel and automated. This significantly reduces engineering lead times while increasing overall consistency. Inconsistencies between schematic, layout, wiring, and labeling are systematically avoided.<\/li>\n
  2. Consistent data availability for downstream processes<\/strong> \u2013 Material lists, terminal plans, wiring information, and labeling data are generated directly from the engineering model. These data can be transferred to manufacturing and documentation processes without manual re-entry. Media breaks are eliminated, and coordination effort is reduced.<\/li>\n
  3. Automatic translation of project contents<\/strong> \u2013 Individual texts or complete documentation can be translated directly within the system into any language. Electrical engineering terminology and project-specific terms are taken into account. This significantly reduces the effort required for multilingual documentation in internationally deployed systems. Translations that previously required external service providers and extensive coordination can now be created, updated, and kept consistent directly within the engineering workflow.<\/li>\n
  4. Mitigating skilled labor shortages<\/strong> \u2013 Less experienced users benefit from structured guidance, while experienced designers can scale their expertise more effectively. As a result, design quality becomes less dependent on individual resources.<\/li>\n<\/ol>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][image_with_animation image_url=”152328″ image_size=”full” max_width=”100%” max_width_mobile=”default” animation_type=”entrance” animation=”None” animation_movement_type=”transform_y” hover_animation=”none” alignment=”center” border_radius=”none” box_shadow=”none” image_loading=”default” margin_bottom=”0″][vc_column_text css=”.vc_custom_1771518503589{margin-bottom: 40px !important;}” text_direction=”default” el_class=”small”]Dr Axel Zein (CEO, WSCAD GmbH) and Christian Rathgeber (Team Lead Business Development, WSCAD GmbH) presented the first AI-generated control cabinet at SPS 2025.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=”yes” content_placement=”top” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all” css=”.vc_custom_1768398720424{margin-bottom: 0px !important;}”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576599401{margin-bottom: 40px !important;}” text_direction=”default”]\n

    Limitations of AI<\/h3>\n
      \n
    • Despite its advantages, AI is not a substitute for engineering responsibility. The quality of the results depends heavily on the quality of the input data. Incomplete or inconsistent information directly affects design outcomes, making a clean data foundation essential.<\/li>\n
    • AI also reaches its limits when project-specific decisions, exceptions, or interpretations of standards are required. Standards allow for degrees of technical judgment that cannot be fully automated.<\/li>\n
    • In addition, AI operates probabilistically. It produces technically plausible and consistent suggestions that must always be reviewed. Without clear guidelines, defined standards, and responsible approvals, there is a risk of generating solutions that are formally correct but not optimal in practice. Experience shows that AI delivers the greatest value when embedded in a clearly structured design workflow \u2013 supporting, accelerating, and structuring processes without making independent decisions.<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/2″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”.vc_custom_1771576783711{margin-bottom: 20px !important;}” text_direction=”default”]\n

      How the AI-generated control cabinet is shaping the future of electrical engineering<\/h3>\n

      The world\u2019s first AI-generated control cabinet, presented by WSCAD and its partners at SPS 2025, marks a fundamental shift in electrical engineering. Artificial intelligence enables the integration of complex design processes, consistent use of data, and targeted relief for electrical designers. At the same time, professional responsibility clearly remains with humans. The true potential of AI-assisted electrical engineering lies in the combination of automated support and engineering expertise.[\/vc_column_text][vc_column_text css=”.vc_custom_1771519342617{margin-bottom: 40px !important;padding-top: 20px !important;padding-right: 15px !important;padding-bottom: 20px !important;padding-left: 15px !important;background-color: #F2F2F2 !important;}” text_direction=”default” el_class=”single_testimonial”]\n

      The true potential of AI-assisted electrical engineering lies in the combination of automated support and engineering expertise.<\/p><\/blockquote>\n

      Christian Rathgeber[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overflow=”visible” disable_element=”yes” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none” gradient_type=”default” shape_type=””][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][nectar_btn size=”large” open_new_tab=”true” button_style=”regular” button_color_2=”Extra-Color-1″ solid_text_color_override=”#000000″ icon_family=”none” text=”Artikel online lesen” url=”https:\/\/www.konstruktionspraxis.vogel.de\/wie-der-erste-ki-generierte-schaltschrank-entstanden-ist-a-968550d8506d94d589d8de7afab61136\/”][divider line_type=”No Line” custom_height=”1″][vc_column_text css=”.vc_custom_1742479716908{margin-top: 20px !important;}” el_class=”small”]Dieser Fachartikel ist ausschlie\u00dflich f\u00fcr Ihre pers\u00f6nliche Verwendung bestimmt. Ein Nachdruck oder Ver\u00f6ffentlichung bedarf ausdr\u00fccklichen schriftlichen Zustimmung des Verlags.[\/vc_column_text][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"

      WSCAD and partners presented the world\u2019s first AI-generated control cabinet at SPS 2025, demonstrating fully automated and consistent electrical engineering.<\/p>\n","protected":false},"author":48,"featured_media":152338,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[905,908],"tags":[],"class_list":{"0":"post-153016","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-in-electrical-engineering-us","8":"category-technical-article-us"},"yoast_head":"\nHow the first AI-generated control cabinet was created | WSCAD Inc.<\/title>\n<meta name=\"description\" content=\"WSCAD and partners presented the world\u2019s first AI-generated control cabinet at SPS 2025, demonstrating fully automated and consistent electrical engineering.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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