{"id":14158,"date":"2024-12-18T12:35:02","date_gmt":"2024-12-18T11:35:02","guid":{"rendered":"https:\/\/www.inpro.de\/?page_id=14158"},"modified":"2025-06-12T09:39:30","modified_gmt":"2025-06-12T07:39:30","slug":"ai-checklist","status":"publish","type":"page","link":"https:\/\/www.inpro.de\/en\/ai-checklist\/","title":{"rendered":"AI checklist"},"content":{"rendered":"<p class=\"ai-optimize-6 ai-optimize-introduction\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column ip_sp_header\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-1\" style=\"--awb-caption-title-font-family:&quot;AvenirNextLTPro-Demi&quot;;--awb-caption-title-font-weight:400;--awb-caption-title-font-style:normal;--awb-caption-title-size:var(--h1_typography-font-size);--awb-caption-title-transform:var(--h1_typography-text-transform);--awb-caption-title-line-height:var(--h1_typography-line-height);--awb-caption-title-letter-spacing:var(--h1_typography-letter-spacing);--awb-filter:saturate(85%) brightness(165%) contrast(111%);--awb-filter-transition:filter 0.3s ease;--awb-filter-hover:saturate(85%) brightness(165%) contrast(111%);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" class=\"image-magnify\" class=\"image-scroll\"><img decoding=\"async\" width=\"2692\" height=\"1218\" title=\"xio Header\" src=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/01\/checkliste-header.png\" alt class=\"img-responsive wp-image-12887\"\/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><h1 class=\"awb-imageframe-caption-title\">Checklist for initiating scalable industrial AI solutions <\/h1><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p class=\"ai-optimize-7\" style=\"font-weight: 400;\">Benefit from our expertise in the field of industrial AI and start your AI development with our extensive project experience and preconfigured and <a style=\"color: var(--awb-color4);\" href=\"https:\/\/www.inpro.de\/en\/x-io\/\" target=\"_blank\" rel=\"noopener noreferrer\">customizable shop-floor AI-tools<\/a>. Our free checklist gives you a comprehensive overview of what you need to consider for the successful implementation and use of AI.<\/p>\n<p class=\"ai-optimize-8\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-1 fusion-content-boxes-1 content-boxes-icon-with-title content-left ip_box\" style=\"--awb-title-color:var(--awb-color4);--awb-item-margin-bottom:0px;--awb-margin-bottom:0px;--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:var(--awb-custom_color_2);\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading icon-left\"><h2 class=\"content-box-heading\" style=\"--h2_typography-font-size:24px;line-height:29px;\">What you can expect from the checklist:<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<ul>\n<li class=\"ai-optimize-9\"><span data-olk-copy-source=\"MessageBody\">A comprehensive framework to assess scalability of AI use cases<\/span><\/li>\n<li class=\"ai-optimize-10\">33 key factors for implementation, derived from process frameworks such as CRISP-DM (CRoss Industry Standard Process for Data Mining) and TDSP (Team Data Science Process)<\/li>\n<li class=\"ai-optimize-11\">Specification of requirements for data, data modeling, AI deployment, maintenance and operation<\/li>\n<\/ul>\n<p class=\"ai-optimize-12\"><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-0 fusion-content-boxes-2 content-boxes-icon-with-title content-left ip_box\" style=\"--awb-title-color:var(--awb-color4);--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f14424-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"14424\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/14158#wpcf7-f14424-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"14424\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f14424-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<p><label>First and last name<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> Your e-mail adress<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><p><span class=\"wpcf7-form-control-wrap\"><div class=\"f12t\"><input type=\"hidden\" class=\"f12_timer\" name=\"f12_multiple_submission_protection\" value=\"$2y$10$k2TwjGKQ3GsA.3GgkgJOgeWiZ2yffMl.\/\/IjR6UQUtODnAUxqq7He\"\/><\/div><div class=\"f12-captcha template-2\">\r\n    <div class=\"c-header\">\r\n        <!-- Label correctly linked with `for` -->\r\n        <div class=\"c-label\">\r\n            <label for=\"c_c29114a84145b510fc70\">\r\n\t\t\t\tCaptcha            <\/label>\r\n        <\/div>\r\n\r\n        <!-- CAPTCHA data with ARIA LIVE region -->\r\n        <div class=\"c-data\" aria-live=\"polite\" aria-atomic=\"true\" aria-describedby=\"captcha-instructions\">\r\n\t\t\t<span class=\"captcha-calculation\">7 + 3 = ?<\/span>        <\/div>\r\n\r\n        <!-- CAPTCHA reload with keyboard accessibility -->\r\n        <div class=\"c-reload\" role=\"button\" tabindex=\"0\" aria-label=\"Refresh CAPTCHA\">\r\n\t\t\t<a href=\"#\" class=\"cf7 captcha-reload\" style=\"display:inline-flex !important; align-items:center !important; justify-content:center !important; background-color:#2196f3 !important; padding:3px !important; border-radius:3px !important; line-height:0 !important; box-sizing:content-box !important; text-decoration:none !important;\" title=\"Reload Captcha\"><img decoding=\"async\" style=\"display:block !important; width:16px !important; height:16px !important; max-width:none !important; margin:0 !important; padding:0 !important;\" src=\"https:\/\/www.inpro.de\/wp-content\/plugins\/captcha-for-contact-form-7\/core\/assets\/reload-icon.png\" alt=\"Reload\"\/><\/a>        <\/div>\r\n\t\t    <\/div>\r\n\r\n    <!-- Hidden input values -->\r\n    <input type=\"hidden\" id=\"hash_c_c29114a84145b510fc70\"\r\n           name=\"f12_captcha_hash\"\r\n           value=\"$2y$10$1J0VAZbWsj928GjaHUgC.eTRUrJsBHJMzMyaKonGlYQVKy026WFMG\"\/>\r\n\r\n    <!-- Input field with accessibility attributes -->\r\n    <div class=\"\" >\r\n        <input class=\"f12c \"\r\n               data-method=\"math\"                type=\"text\"\r\n               id=\"c_c29114a84145b510fc70\"\r\n               name=\"f12_captcha\"\r\n               placeholder=\"Captcha\"\r\n               value=\"\"\r\n               aria-required=\"true\"\r\n               aria-describedby=\"captcha-instructions\"\/>\r\n    <\/div>\r\n\r\n    <!-- Screen reader instructions -->\r\n    <p id=\"captcha-instructions\" class=\"screen-reader-text\">\r\n\t\tPlease enter the characters shown in the CAPTCHA to verify that you are human.    <\/p>\r\n<\/div><input type=\"hidden\" name=\"behavior_nonce\" value=\"\" \/><script>\r\n(function(){\r\n\tvar el = document.currentScript;\r\n\tif (!el) return;\r\n\tvar form = el.closest(\"form\");\r\n\tif (!form || form.dataset.ssInit === \"1\") return;\r\n\tform.dataset.ssInit = \"1\";\r\n\tform.dataset.ssMode = \"protect\";\r\n\tform.dataset.ssSource = \"rule\";\r\n})();\r\n<\/script><\/span><\/p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Download\" \/>\n<\/p><div class=\"fusion-alert alert custom alert-custom fusion-alert-center wpcf7-response-output alert-dismissable\" style=\"--awb-border-size:1px;\" role=\"alert\"><div class=\"fusion-alert-content-wrapper\"><span class=\"fusion-alert-content\"><\/span><\/div><button type=\"button\" class=\"close toggle-alert\" data-dismiss=\"alert\" aria-label=\"Close\">&times;<\/button><\/div>\n<\/form>\n<\/div>\n<\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column ip_testimonials\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-testimonials clean fusion-testimonials-1\" style=\"--awb-textcolor:var(--awb-color8);--awb-backgroundcolor:var(--awb-custom_color_2);\" data-random=\"0\" data-speed=\"0\"><div class=\"reviews\"><div class=\"review active-testimonial avatar-image\"><div class=\"testimonial-thumbnail\"><img decoding=\"async\" class=\"testimonial-image\" src=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/12\/Screenshot-2024-12-17-112850-1.png\" width=\"291\" height=\"291\" style=\"--awb-border-radius:100px;\" \/><\/div><blockquote class=\"testimonials-shortcode-blockquote\"><q class=\"fusion-clearfix\"><span style=\"font-weight: 400;\">\u201dOvercoming the dual challenge of achieving industry-standard quality and scalable implementation is key to unlocking the full potential of industrial AI. This questionnaire, developed in collaboration with inpro, serves as a powerful tool to address scalability at every stage of the AI development process.&#8221;\u00a0<\/span><\/q><\/blockquote><div class=\"author\"><span class=\"company-name\"><strong>Boris Scharinger<\/strong>, <span>AI Strategist at Siemens Digital Industries<\/span><\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background ip_blog nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><h1 class=\"ai-optimize-13\">Engineering innovations in focus<\/h1>\n<p class=\"ai-optimize-14\">\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-blog-shortcode fusion-blog-shortcode-1 fusion-blog-archive fusion-blog-layout-large fusion-blog-pagination\"><div class=\"fusion-posts-container fusion-posts-container-pagination fusion-blog-rollover\" data-pages=\"11\"><article id=\"blog-1-post-12385\" class=\"fusion-post-large post-12385 post type-post status-publish format-standard has-post-thumbnail hentry category-blogbeitrag-oeffentlich-en\">\n\t<style type=\"text\/css\">\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\t<\/style>\n\n\n\t\t\t<div class=\"fusion-flexslider flexslider fusion-flexslider-loading fusion-post-slideshow\" style=\"\">\n\t\t<ul class=\"slides\">\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\t\t\t<img decoding=\"async\" width=\"1054\" height=\"551\" src=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Ginero 3.1 Release Header\" srcset=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1-200x105.png 200w, https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1-400x209.png 400w, https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1-600x314.png 600w, https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1-800x418.png 800w, https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/Vorschau_ginero-3.1-Release-Header-1.png 1054w\" sizes=\"(max-width: 640px) 100vw, 1054px\" \/><div class=\"fusion-rollover\">\n\t<div class=\"fusion-rollover-content\">\n\n\t\t\t\t\n\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"fusion-rollover-title\">\n\t\t\t\t\t<a class=\"fusion-rollover-title-link\" href=\"https:\/\/www.inpro.de\/en\/ginero-3-1-release\/\" target=\"_blank\">\n\t\t\t\t\t\tMultirobot cell planning 2.0\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"fusion-rollover-categories\"><a href=\"https:\/\/www.inpro.de\/en\/category\/blogbeitrag-oeffentlich-en\/\" rel=\"tag\">Blogbeitrag - \u00f6ffentlich<\/a><\/div>\t\t\t\t\t\n\t\t\n\t\t\t\t\t\t<a class=\"fusion-link-wrapper\" href=\"https:\/\/www.inpro.de\/en\/ginero-3-1-release\/\" target=\"_blank\" aria-label=\"Multirobot cell planning 2.0\"><\/a>\n\t<\/div>\n<\/div>\n<\/div>\n<\/li>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t<\/div>\n\t<div class=\"fusion-post-content post-content\"><h2 class=\"blog-shortcode-post-title entry-title\"><a href=\"https:\/\/www.inpro.de\/en\/ginero-3-1-release\/\" target=\"_blank\" rel=\"noopener noreferrer\">Multirobot cell planning 2.0<\/a><\/h2><div class=\"fusion-post-content-container\"><p>ginero is a plugin for Process Simulate for the planning and virtual validation of multi-robot cells. With the latest release, the complexity for system planners has been significantly reduced once again.<\/p><\/div><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"fusion-meta-info\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/www.inpro.de\/en\/author\/sarkissova\/\" title=\"Posts by Milana Sarkissova\" rel=\"author\">Milana Sarkissova<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2024-08-26T10:55:53+02:00<\/span><div class=\"fusion-alignright\"><a class=\"fusion-read-more\" href=\"https:\/\/www.inpro.de\/en\/ginero-3-1-release\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"More on Multirobot cell planning 2.0\">Read More<\/a><\/div><\/div><\/article>\n<article id=\"blog-1-post-84086\" class=\"fusion-post-large post-84086 post type-post status-publish format-standard has-post-thumbnail hentry category-blogbeitrag-oeffentlich-en category-blogbeitrag-oeffentlich-en-2\">\n\t<style type=\"text\/css\">\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\t<\/style>\n\n\n\t\t\t<div class=\"fusion-flexslider flexslider fusion-flexslider-loading fusion-post-slideshow\" style=\"\">\n\t\t<ul class=\"slides\">\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\t\t\t<img decoding=\"async\" width=\"1920\" height=\"1279\" src=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2-200x133.jpg 200w, https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2-400x266.jpg 400w, https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2-600x400.jpg 600w, https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2-800x533.jpg 800w, https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2-1200x799.jpg 1200w, https:\/\/www.inpro.de\/wp-content\/uploads\/2025\/07\/Schweissbarkeitspruefung-EDIT-2.jpg 1920w\" sizes=\"(max-width: 640px) 100vw, 1200px\" \/><div class=\"fusion-rollover\">\n\t<div class=\"fusion-rollover-content\">\n\n\t\t\t\t\n\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"fusion-rollover-title\">\n\t\t\t\t\t<a class=\"fusion-rollover-title-link\" href=\"https:\/\/www.inpro.de\/en\/ai-enhanced-part-production-application\/\" target=\"_blank\">\n\t\t\t\t\t\tAI-enhanced weldability testing\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"fusion-rollover-categories\"><a href=\"https:\/\/www.inpro.de\/en\/category\/blogbeitrag-oeffentlich-en\/\" rel=\"tag\">Blogbeitrag - \u00f6ffentlich<\/a>, <a href=\"https:\/\/www.inpro.de\/en\/category\/blogbeitrag-oeffentlich-en-2\/\" rel=\"tag\">Blogbeitrag - \u00f6ffentlich<\/a><\/div>\t\t\t\t\t\n\t\t\n\t\t\t\t\t\t<a class=\"fusion-link-wrapper\" href=\"https:\/\/www.inpro.de\/en\/ai-enhanced-part-production-application\/\" target=\"_blank\" aria-label=\"AI-enhanced weldability testing\"><\/a>\n\t<\/div>\n<\/div>\n<\/div>\n<\/li>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t<\/div>\n\t<div class=\"fusion-post-content post-content\"><h2 class=\"blog-shortcode-post-title entry-title\"><a href=\"https:\/\/www.inpro.de\/en\/ai-enhanced-part-production-application\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI-enhanced weldability testing<\/a><\/h2><div class=\"fusion-post-content-container\"><p>Testing the weldability of multi-sheet joints, e.g. 3-sheet joints, is an important technical prerequisite for the producibility of car bodies. Testing so far has been mainly done by experiment. Read in this article how a dedicated machine learning model is now used to forecast the weldability of multi-sheet joints and, therefore significantly reduces the experimental testing effort.<\/p><\/div><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"fusion-meta-info\"><span class=\"vcard\" style=\"display: none;\"><span class=\"fn\"><a href=\"https:\/\/www.inpro.de\/en\/author\/techstory\/\" title=\"Posts by techstory\" rel=\"author\">techstory<\/a><\/span><\/span><span class=\"updated\" style=\"display:none;\">2025-08-26T17:45:17+02:00<\/span><div class=\"fusion-alignright\"><a class=\"fusion-read-more\" href=\"https:\/\/www.inpro.de\/en\/ai-enhanced-part-production-application\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"More on AI-enhanced weldability testing\">Read More<\/a><\/div><\/div><\/article>\n<\/div><div class=\"pagination clearfix\"><span class=\"current\">1<\/span><a href=\"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages\/14158\/page\/2\/\" class=\"inactive\">2<\/a><a class=\"pagination-next\" rel=\"next\" href=\"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages\/14158\/page\/2\/\"><span class=\"page-text\">Next<\/span><span class=\"page-next\"><\/span><\/a><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container has-pattern-background has-mask-background ip_contact_container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-background-position:right bottom;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-left:0px;--awb-background-color:var(--awb-color7);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column ip_contact\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\"><h1 class=\"title-heading-left\" style=\"margin:0;\">Start your digital innovation<\/h1><\/div><div class=\"fusion-text fusion-text-3 ip_subheading\"><p>We look forward to discussing your use cases with you and presenting our solutions!<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column ip_contact_btn_container\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/www.inpro.de\/en\/kontakt\/\" id=\"ip_btn\"><i class=\"fa-envelope fas button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text\"><\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"class_list":["post-14158","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI checklist - inpro<\/title>\n<meta name=\"description\" content=\"Our AI checklist contains 33 key criteria for successfully launching your AI project.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inpro.de\/en\/ai-checklist\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI checklist\" \/>\n<meta property=\"og:description\" content=\"Wie Megatrends Nachhaltigkeit, Digitalisierung und Mobilit\u00e4t in den kommenden Jahren durch den Einsatz disruptiver Technologien gestaltet werden.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.inpro.de\/en\/ai-checklist\/\" \/>\n<meta property=\"og:site_name\" content=\"inpro\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-12T07:39:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/AdobeStock_622424023-scaled-e1719302708991-1024x532.jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/ai-checklist\\\/\",\"url\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/ai-checklist\\\/\",\"name\":\"AI checklist - inpro\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#website\"},\"datePublished\":\"2024-12-18T11:35:02+00:00\",\"dateModified\":\"2025-06-12T07:39:30+00:00\",\"description\":\"Our AI checklist contains 33 key criteria for successfully launching your AI project.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/ai-checklist\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.inpro.de\\\/en\\\/ai-checklist\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/ai-checklist\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI checklist\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/\",\"name\":\"inpro\",\"description\":\"Wir bewegen, was dich bewegt. We move what moves you.\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#organization\",\"name\":\"inpro Innovationsgesellschaft f\u00fcr fortgeschrittene Produktionssysteme in der Fahrzeugindustrie mbH\",\"url\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.inpro.de\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/inpro_Wort-Bildmarke.png\",\"contentUrl\":\"https:\\\/\\\/www.inpro.de\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/inpro_Wort-Bildmarke.png\",\"width\":16448,\"height\":7096,\"caption\":\"inpro Innovationsgesellschaft f\u00fcr fortgeschrittene Produktionssysteme in der Fahrzeugindustrie mbH\"},\"image\":{\"@id\":\"https:\\\/\\\/www.inpro.de\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/de.linkedin.com\\\/company\\\/inpro-innovationsgesellschaft-f-r-fortgeschrittene-produktionssysteme-in-der-fahrzeugindustrie-mbh\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCTQB25gaqdeRCW5OZA5AthQ\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI checklist - inpro","description":"Our AI checklist contains 33 key criteria for successfully launching your AI project.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.inpro.de\/en\/ai-checklist\/","og_locale":"en_US","og_type":"article","og_title":"AI checklist","og_description":"Wie Megatrends Nachhaltigkeit, Digitalisierung und Mobilit\u00e4t in den kommenden Jahren durch den Einsatz disruptiver Technologien gestaltet werden.","og_url":"https:\/\/www.inpro.de\/en\/ai-checklist\/","og_site_name":"inpro","article_modified_time":"2025-06-12T07:39:30+00:00","og_image":[{"url":"https:\/\/www.inpro.de\/wp-content\/uploads\/2024\/06\/AdobeStock_622424023-scaled-e1719302708991-1024x532.jpeg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.inpro.de\/en\/ai-checklist\/","url":"https:\/\/www.inpro.de\/en\/ai-checklist\/","name":"AI checklist - inpro","isPartOf":{"@id":"https:\/\/www.inpro.de\/en\/#website"},"datePublished":"2024-12-18T11:35:02+00:00","dateModified":"2025-06-12T07:39:30+00:00","description":"Our AI checklist contains 33 key criteria for successfully launching your AI project.","breadcrumb":{"@id":"https:\/\/www.inpro.de\/en\/ai-checklist\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.inpro.de\/en\/ai-checklist\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.inpro.de\/en\/ai-checklist\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/www.inpro.de\/en\/"},{"@type":"ListItem","position":2,"name":"AI checklist"}]},{"@type":"WebSite","@id":"https:\/\/www.inpro.de\/en\/#website","url":"https:\/\/www.inpro.de\/en\/","name":"inpro","description":"Wir bewegen, was dich bewegt. We move what moves you.","publisher":{"@id":"https:\/\/www.inpro.de\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.inpro.de\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.inpro.de\/en\/#organization","name":"inpro Innovationsgesellschaft f\u00fcr fortgeschrittene Produktionssysteme in der Fahrzeugindustrie mbH","url":"https:\/\/www.inpro.de\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.inpro.de\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.inpro.de\/wp-content\/uploads\/2023\/12\/inpro_Wort-Bildmarke.png","contentUrl":"https:\/\/www.inpro.de\/wp-content\/uploads\/2023\/12\/inpro_Wort-Bildmarke.png","width":16448,"height":7096,"caption":"inpro Innovationsgesellschaft f\u00fcr fortgeschrittene Produktionssysteme in der Fahrzeugindustrie mbH"},"image":{"@id":"https:\/\/www.inpro.de\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/de.linkedin.com\/company\/inpro-innovationsgesellschaft-f-r-fortgeschrittene-produktionssysteme-in-der-fahrzeugindustrie-mbh","https:\/\/www.youtube.com\/channel\/UCTQB25gaqdeRCW5OZA5AthQ"]}]}},"_links":{"self":[{"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages\/14158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/comments?post=14158"}],"version-history":[{"count":14,"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages\/14158\/revisions"}],"predecessor-version":[{"id":68727,"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/pages\/14158\/revisions\/68727"}],"wp:attachment":[{"href":"https:\/\/www.inpro.de\/en\/wp-json\/wp\/v2\/media?parent=14158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}