{"id":2406,"date":"2025-02-13T10:58:29","date_gmt":"2025-02-13T10:58:29","guid":{"rendered":"https:\/\/www.autfactory.com\/predictive-quality\/"},"modified":"2026-03-26T08:17:38","modified_gmt":"2026-03-26T08:17:38","slug":"predictive-quality","status":"publish","type":"page","link":"https:\/\/www.autfactory.com\/en\/more-quality\/predictive-quality\/","title":{"rendered":"Predictive Quality"},"content":{"rendered":"<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Predictive Quality: Data-based quality testing with our autfactory software<\/h2>\n\n\n\n<p><strong>100% final inspection? No need for that <\/strong>!<\/p>\n\n\n\n<p>autfactory evaluates components during production\u2014and shows early on whether a part will be OK or not OK before it reaches the final test bench. With real-time data and machine learning, you can detect deviations immediately and check only where it is really critical. <\/p>\n\n\n\n<p>For predictive quality to function reliably on the shop floor, one thing is essential: data that AI models can actually work with. We ensure <strong>clean production data <\/strong>(collection, context, preparation). For the <strong>AI models<\/strong>, we collaborate with <a href=\"https:\/\/iconpro.com\/\" target=\"_blank\" rel=\"noopener\">IconPro<\/a>, specialists in AI-supported evaluations. The result: <strong>a robust predictive quality solution<\/strong> that works under real production conditions.   <\/p>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-insights\/ki-am-shopfloor\/\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Learn more about AI on the shop floor<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d149b7&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d149b7\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"733\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_1-1024x733.webp\" alt=\"Screenshot from the autfactory software showing information on the AI model of the predictive quality tool. \" class=\"wp-image-2605\" title=\"autfactory Software with Predictive Quality\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_1-1024x733.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_1-300x215.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_1-768x550.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_1.webp 1477w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n            <div class=\"background\" style=\"background: #f4f5f7; height: 100%\"><\/div>\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d15451&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d15451\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3-1024x682.webp\" alt=\"\" class=\"wp-image-3287\" title=\"autfactory Software with Predictive Quality\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3-1024x682.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3-300x200.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3-768x512.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3-1536x1024.webp 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/05\/PG_Austria_3.webp 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Ideal for manufacturing companies with the following characteristics:<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li><strong>Variant manufacturing &amp; cost-intensive production <\/strong>(many work steps, high added value per part)<\/li>\n\n\n\n<li><strong>Complex manufacturing processes<\/strong> with many influencing factors (e.g., material properties, heat treatment, coating) and many process parameters<\/li>\n\n\n\n<li><strong>High testing costs<\/strong> (time-consuming tests, expensive testing equipment)<\/li>\n\n\n\n<li><strong>Critical quality characteristics<\/strong> with high risk in case of deviations<\/li>\n\n\n\n<li><strong>Limited testing capacities<\/strong> (e.g., measuring room, EOL test bench)<\/li>\n<\/ul>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-output\/predictive-quality\/#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Schedule a consultation now<\/a>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">AI on the shop floor: Reduce inspection effort and scrap<\/h2>\n\n\n\n<p>Artificial intelligence and deep learning on the store floor are no longer dreams of the future. We are also working intensively with these technologies and have gained valuable insights for quality assurance in practice as part of a research project. In collaboration with our AI partner, we were able to demonstrate the following after data preparation, analysis, and training of the artificial intelligence: <\/p>\n\n\n\n<p><strong>We know which components are NOK before they are tested on the final test bench!<\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-qualitaet\/predictive-quality\/\" target=\"_self\" style=\"margin-top: 0px; float: none\" class=\"wp-block-autforce-round-button\">Learn more about Predictive Quality<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2022\/05\/KI_mit_autfactory.mp4\"><\/video><\/figure>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n            <div class=\"background\" style=\"background: #f4f5f7; height: 100%\"><\/div>\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d16ef6&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d16ef6\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"749\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_2-1024x749.webp\" alt=\"Screenshot of the autfactory software showing the settings of the tool for applying predictive quality to production data. \" class=\"wp-image-2607\" title=\"Use predictive quality without extensive AI knowledge\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_2-1024x749.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_2-300x219.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_2-768x562.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_2.webp 1489w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Reduction of testing times through intelligent algorithms<\/h2>\n\n\n\n<p>Our systems analyze production and testing data in real time to speed up testing processes. Through the targeted use of statistical methods and machine learning, we reduce unnecessary inspections and focus on critical areas. This reduces the testing effort and increases the throughput speed.<\/p>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li><strong>Faster time to market: <\/strong>Reduced testing times accelerate your production cycles and bring products to market faster.<\/li>\n\n\n\n<li><strong>Cost reduction:<\/strong> Less testing means reduced machine running times and energy consumption.<\/li>\n\n\n\n<li><strong>Increased production capacity:<\/strong> More machine time for production thanks to optimized testing processes.<\/li>\n\n\n\n<li><strong>Better use of resources:<\/strong> Staff deployment and test benches are planned more efficiently, thereby avoiding bottlenecks.<\/li>\n<\/ul>\n\n\n<a href=\"#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Initial consultation<\/a>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Quality predictions for error-free production <\/h2>\n\n\n\n<p>With predictive quality, potential quality problems can be identified and avoided during the production process. Our AI models analyze historical and current production data to identify trends at an early stage and eliminate sources of error. This minimizes waste, avoids costly reworking and increases the overall quality of your production.<\/p>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li><strong>Early error detection:<\/strong> Problems are identified and prevented in advance.<\/li>\n\n\n\n<li><strong>Less waste:<\/strong> Production errors can be eliminated at an early stage, saving material costs.<\/li>\n\n\n\n<li><strong>Stable processes:<\/strong> AI-based predictions help minimize fluctuations in the production process.<\/li>\n\n\n\n<li><strong>Less rework: <\/strong>By avoiding errors, the effort required for corrective measures is eliminated.<\/li>\n<\/ul>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-output\/predictive-quality\/#Kontakt-Predictive-Quality\" target=\"_blank\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Start AI-powered quality prediction<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d17f56&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d17f56\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"543\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_3-1-1024x543.webp\" alt=\"Screenshot from autfactory's Predictive Quality Tool showing the prediction of the quality of the components produced.\" class=\"wp-image-2620\" title=\"Result values of the autfactory Predictive Quality tool\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_3-1-1024x543.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_3-1-300x159.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_3-1-768x408.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/03\/Predictive-Quality_3-1.webp 1287w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n            <div class=\"background\" style=\"background: #4ec4c4; height: 100%\"><\/div>\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<blockquote class=\"wp-block-quote has-text-align-center is-layout-flow wp-block-quote-is-layout-flow\" style=\"font-size:28px\">\n<h2 class=\"wp-block-heading has-black-color has-text-color has-link-color has-large-font-size wp-elements-ed1b103c57ef00221b3855dc289e1ce5\">The key to industrial analytics and AI is large amounts of high-quality data to enable secure and productive applications.<\/h2>\n<\/blockquote>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d18b96&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d18b96\" class=\"aligncenter size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"558\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited-1024x558.webp\" alt=\"\" class=\"wp-image-3617\" title=\"Use predictive quality without extensive AI knowledge\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited-1024x558.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited-300x164.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited-768x419.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited-1536x838.webp 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/autfactory_Datensammler-edited.webp 1887w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">autfactory is your AI enabler: data in the quality that AI needs<\/h2>\n\n\n\n<p>AI models are only as good as the data they learn from. autfactory creates precisely this foundation. <\/p>\n\n\n\n<p>We bundle <strong>machine and process data<\/strong>, <strong>production data<\/strong>, <strong>quality data<\/strong>, <strong>planning data<\/strong>, and <strong>operator inputs<\/strong> to generate a usable, uniform database.<\/p>\n\n\n\n<p>We deliver data in a quality and structure that AI can actually work with\u2014as a foundation for <strong>predictive quality<\/strong>, <strong>anomaly detection<\/strong>, but also for <strong>transparency <\/strong>(dashboards\/KPIs) and <strong>OEE optimization<\/strong>.<\/p>\n\n\n<a href=\"#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Request data quality check<\/a>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">autfactory Use Case: AI-supported early detection of rejects<\/h2>\n\n\n\n<p>With autfactory, you can identify rejects where they occur\u2014not just at the end of the line. AI-supported early detection makes deviations visible at an early stage, allowing affected parts to be sent for reworking before they tie up time, capacity, and material in further process steps. This significantly reduces inspection time and equipment \u2013 and optimizes your existing infrastructure <strong>without <\/strong>additional capital investment. Because at the end of the day, <strong>data quality = result quality<\/strong> \u2013 only with consistent, reliable shop floor data can predictive quality be truly accurate.   <\/p>\n\n\n<a href=\"#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Get in touch and see what&#039;s possible<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d19872&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d19872\" class=\"aligncenter size-large full-width wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"709\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/mockuper-1024x709.png\" alt=\"AI-supported early detection of rejects on laptop with real-time production process diagram\" class=\"wp-image-3672\" title=\"Use predictive quality without extensive AI knowledge\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/mockuper-1024x709.png 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/mockuper-300x208.png 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/mockuper-768x531.png 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/12\/mockuper.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n            <div class=\"background\" style=\"background: #f4f5f7; height: 100%\"><\/div>\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<h2 class=\"wp-block-heading has-text-align-center\">Typical use cases for predictive quality<\/h2>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Use case 1 \u2013 Automotive \/ Tier 1: Increased output with existing EOL test equipment (without a second test bench)<br><\/h3>\n\n\n\n<p><strong>Initial situation:<\/strong> In many production lines, end-of-line testing (EOL) is a clear bottleneck. Although upstream processes still have reserves, throughput is limited by EOL. An additional test bench would be a solution, but it is usually expensive, requires space, and involves validation costs.  <\/p>\n\n\n\n<p><strong>Predictive quality approach:<\/strong> Process data from assembly, screwdriving stations, leak testing, and measuring stations are linked to existing EOL data. On this basis, a predictive quality model can be trained that evaluates the probability of a \u201cpass\/fail\u201d even before the EOL test. <\/p>\n\n\n\n<p><strong>Benefits:<\/strong><\/p>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li>Increase in output without additional EOL test bench<\/li>\n\n\n\n<li>Reduced waiting times and blockages at the EOL<\/li>\n\n\n\n<li>Faster root cause analysis because error clusters and drivers become visible<\/li>\n\n\n\n<li>Better use of existing testing equipment instead of additional investments<br><\/li>\n<\/ul>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-output\/predictive-quality\/#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Analyze your EOL bottlenecks<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d1a603&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d1a603\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred-1024x683.webp\" alt=\"\" class=\"wp-image-3774\" title=\"autfactory Software with Predictive Quality\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred-1024x683.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred-300x200.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred-768x512.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred-1536x1025.webp 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Inverter_EOL_blurred.webp 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d1af30&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d1af30\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"562\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-1024x562.jpeg\" alt=\"\" class=\"wp-image-3780\" title=\"autfactory Software with Predictive Quality\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-1024x562.jpeg 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-300x165.jpeg 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-768x422.jpeg 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-1536x843.jpeg 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2026\/02\/Predictive-Quality-mit-autfactory-2048x1125.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Use case 2 \u2013 Metal processing: Identifying complex process relationships (heat treatment, many parameters)<br><\/h3>\n\n\n\n<p><strong>Initial situation<\/strong>: In complex manufacturing processes, quality problems often arise not from a single parameter, but from interactions. Especially in heat treatment, batch changes, material variations, or process drift, scrap and rework can fluctuate\u2014even though all individual values are within specification. <\/p>\n\n\n\n<p><strong>Predictive quality approach:<\/strong> A comprehensive component history (traceability) is established and process and quality data are consolidated across all stations. The predictive quality model not only evaluates limit violations, but also identifies critical combinations of parameters (e.g., furnace profile + batch + quenching conditions). <\/p>\n\n\n\n<p><strong>Benefits:<\/strong><\/p>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li>More stable quality despite high process complexity<\/li>\n\n\n\n<li>Early warnings for process drift before waste occurs<\/li>\n\n\n\n<li>Transparent cause-and-effect relationships instead of trial and error<\/li>\n\n\n\n<li>Faster root cause analysis and more targeted process optimization<br><\/li>\n<\/ul>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-output\/predictive-quality\/#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Make your process relationships visible<\/a>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Use case 3 \u2013 Pharmaceuticals \/ Filling &amp; Packaging: Avoid the cost of 10: Detect errors earlier, before they become expensive<br><br><\/h3>\n\n\n\n<p>Initial situation: In highly automated filling and packaging lines, small deviations (e.g., sealing, pressure\/temperature drift, micro-leaks, labeling errors) can cause high follow-up costs. It becomes particularly expensive when errors are detected late\u2014e.g., after final inspection or even after batch completion. <\/p>\n\n\n\n<p><strong>Predictive quality approach:<\/strong> Inline data from sensors, camera systems, and process parameters is linked to final inspections and quality data. A predictive quality model can continuously assess the risk per batch or process phase and identify deviations at an early stage\u2014before they affect large quantities. <\/p>\n\n\n\n<p><strong>Benefits:<\/strong><\/p>\n\n\n\n<ul class=\"sflist-round wp-block-list\">\n<li>Earlier detection of quality problems before batch completion<\/li>\n\n\n\n<li>Reduction of costly rework, additional inspections, and quarantine cases<\/li>\n\n\n\n<li>More stable production through drift monitoring<\/li>\n\n\n\n<li>Faster decisions on when targeted intervention is required<br><\/li>\n<\/ul>\n\n\n<a href=\"https:\/\/www.autfactory.com\/mehr-output\/predictive-quality\/#Kontakt-Predictive-Quality\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Identify early detection potential<\/a>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d1bcde&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d1bcde\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"491\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2-1024x491.webp\" alt=\"\" class=\"wp-image-2383\" title=\"autfactory Software with Predictive Quality\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2-1024x491.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2-300x144.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2-768x368.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2-1536x736.webp 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/autfactory_Header-4-v2.webp 1983w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69f58c0d1c74f&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69f58c0d1c74f\" class=\"aligncenter size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-scaled.webp\" alt=\"predictive quality SolidAIR logo in petrol blue with typographic word mark\" class=\"wp-image-2507\" title=\"Use predictive quality without extensive AI knowledge\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-scaled.webp 2560w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-300x169.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-1024x576.webp 1024w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-768x432.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-1536x864.webp 1536w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/SoliDAIR_Logo-2048x1152.webp 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">SoliDAIR: Predictive Quality \u2013 scientifically proven, industrially tested<\/h2>\n\n\n\n<p>With SoliDAIR, we are part of an <strong>EU-funded industrial project <\/strong>driving the introduction of AI, data, and robotics in manufacturing\u2014with a clear focus on reliable, scalable quality control.<\/p>\n\n\n\n<p>In our use case for automotive transmission assembly, the classic end-of-line inspection process for 50% of products is supplemented or replaced by AI-supported quality control. The goal: to detect errors preventively, better understand their causes, and derive proactive corrective measures directly in the process\u2014through the interaction of humans and AI. <\/p>\n\n\n\n<p><strong>You benefit from predictive quality that not only \u201cbuilds models\u201d but has also been further developed under real-world conditions.<\/strong> <\/p>\n\n\n<a href=\"https:\/\/www.autfactory.com\/solidair\/\" target=\"_self\" style=\"margin-top: 40px; float: none\" class=\"wp-block-autforce-round-button\">Learn more about SoliDAIR<\/a>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<h2 class=\"wp-block-heading has-text-align-center\">Why autfactory?<\/h2>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-autforce-icon-ul\"><section class=\"wp-block-autforce-icon-ul-item\">\n    <div class=\"left\">\n        <img decoding=\"async\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/noun-software-architecture-1123517-2DB8C5-min.png\">\n    <\/div>\n    <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\">Seamless integration<\/h3>\n\n\n\n<p>Predictive quality directly in autfactory &#8211; no additional systems required<\/p>\n\n    <\/div>\n<\/section>\n\n\n<section class=\"wp-block-autforce-icon-ul-item\">\n    <div class=\"left\">\n        <img decoding=\"async\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/noun_growth_1106343-1.png\">\n    <\/div>\n    <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\">More efficient processes<\/h3>\n\n\n\n<p>Optimization of your production processes without unnecessary testing<\/p>\n\n    <\/div>\n<\/section>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-autforce-icon-ul\"><section class=\"wp-block-autforce-icon-ul-item\">\n    <div class=\"left\">\n        <img decoding=\"async\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/noun-24-hours-2853683-2DB8C5-1.png\">\n    <\/div>\n    <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\">Faster analysis<\/h3>\n\n\n\n<p>Real-time data enables immediate predictions<\/p>\n\n    <\/div>\n<\/section>\n\n\n<section class=\"wp-block-autforce-icon-ul-item\">\n    <div class=\"left\">\n        <img decoding=\"async\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/noun_talk_3889244-min.png\">\n    <\/div>\n    <div class=\"content\">\n        \n\n<h3 class=\"wp-block-heading\">Individual solutions<\/h3>\n\n\n\n<p>Adaptation of the predictive quality solution to your specific requirements<\/p>\n\n    <\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n    \n    \n    <div class=\"container free\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<h2 class=\"wp-block-heading has-text-align-center\">Our customers optimize their production processes with autfactory<\/h2>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.austria-email.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"182\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Austria_Email_Logo-300x182.webp\" alt=\"\" class=\"wp-image-1929\" style=\"width:175px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Austria_Email_Logo-300x182.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Austria_Email_Logo-768x466.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Austria_Email_Logo.webp 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/www.payergroup.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"214\" height=\"214\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Payer_Logo-edited.webp\" alt=\"\" class=\"wp-image-1933\" style=\"width:144px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Payer_Logo-edited.webp 214w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Payer_Logo-edited-150x150.webp 150w\" sizes=\"auto, (max-width: 214px) 100vw, 214px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.magna.com\/company\/company-information\/magna-groups\/magna-powertrain\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"113\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Magna_Powertrain-300x113.webp\" alt=\"\" class=\"wp-image-1935\" style=\"width:234px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Magna_Powertrain-300x113.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Magna_Powertrain-768x290.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Magna_Powertrain.webp 1016w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.vogelundnoot.com\/int\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"297\" height=\"300\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/PG_Logo-297x300.webp\" alt=\"\" class=\"wp-image-1937\" style=\"width:131px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/PG_Logo-297x300.webp 297w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/PG_Logo.webp 303w\" sizes=\"auto, (max-width: 297px) 100vw, 297px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.gknbruneck.com\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"68\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/GKN_Logo-300x68.webp\" alt=\"\" class=\"wp-image-1939\" style=\"width:229px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/GKN_Logo-300x68.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/GKN_Logo-768x173.webp 768w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/GKN_Logo.webp 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.oberaigner.com\/en\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"110\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Oberaigner_Logo-300x110.webp\" alt=\"\" class=\"wp-image-1941\" style=\"width:224px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Oberaigner_Logo-300x110.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/Oberaigner_Logo.webp 474w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><a href=\"https:\/\/www.msg-automotive.com\/en\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"106\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/MSG_Logo-300x106.webp\" alt=\"\" class=\"wp-image-1943\" style=\"width:198px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/MSG_Logo-300x106.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/02\/MSG_Logo.webp 302w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/www.hyptec.at\/index_en.php\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"937\" height=\"344\" src=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/08\/hyptec_logo2024.webp\" alt=\"\" class=\"wp-image-3513\" style=\"width:211px;height:auto\" srcset=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/08\/hyptec_logo2024.webp 937w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/08\/hyptec_logo2024-300x110.webp 300w, https:\/\/www.autfactory.com\/wp-content\/uploads\/2025\/08\/hyptec_logo2024-768x282.webp 768w\" sizes=\"auto, (max-width: 937px) 100vw, 937px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:5%\"><\/div>\n<\/div>\n\n\n            <\/div>\n\n    <\/div>\n\n\n<div class=\"wp-block-autforce-area\">\n            <div class=\"background\" style=\"background: #f4f5f7; height: 100%\"><\/div>\n    \n    \n    <div class=\"container image-right\" style=\"padding-top: 80px; padding-bottom: 80px; \">\n        \n        \n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"Kontakt-Predictive-Quality\">Would you also like to apply predictive quality to your production data?<\/h2>\n\n\n\n<p>At AUTFORCE, we specialize in testing systems &amp; industrial software<strong> <\/strong>. Get in touch with us. Together we will find the best solution for your particular challenge!<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Christoph Steiger<\/strong><br>Industrial software expert<br><a href=\"tel:+436645978668\"><\/a><a href=\"tel:+43%20(664)%2059%2078%20668\" target=\"_blank\" rel=\"noreferrer noopener\">+43 (664) 59 78 668<\/a><br><a href=\"mailto:christoph.steiger@autforce.com\"><\/a><a href=\"mailto:christoph.steiger@autforce.com\" target=\"_blank\" rel=\"noreferrer noopener\">christoph.steiger@autforce.com<\/a><\/p>\n\n\n\n<ul class=\"wp-block-social-links has-small-icon-size has-visible-labels is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/in\/christoph-steiger-868231a4\/\" class=\"wp-block-social-link-anchor\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label\">LinkedIn<\/span><\/a><\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n        <div class=\"sf-form\">\n            <div class=\"success-message\">\n                <h2>Thank you!<\/h2>\n<p>\n    We&#8217;ll come back to you as soon as possible<\/p>            <\/div>\n\n            <form action=\"\" class=\"sf-form\" id=\"form-contact2-795E8\" data-form=\"contact2\">\n                <div class=\"form-row\">\n    <div class=\"form-group-12\">\n        <input type=\"email\" name=\"email\" id=\"email\" data-name=\"Email\" required>\n        <label for=\"email\">Email*<\/label>\n    <\/div>\n<\/div>\n\n<div class=\"form-row\">\n    <div class=\"form-group-12\">\n        <label for=\"message\">Anfrage<\/label>\n        <textarea type=\"message\" name=\"message\" id=\"message\" data-name=\"Anfrage\" required><\/textarea>\n    <\/div>\n<\/div>\n                <button type=\"submit\" style=\"cursor: pointer;\" class=\"wp-block-autforce-round-button\">Send<i class=\"fa fa-chevron-right\"><\/i><i class=\"fa fa-spinner fa-spin\"><\/i><\/button>\n            <\/form>\n        <\/div>\n        <\/div>\n\n\n                    <div class=\"image\" data-bg-lazy=\"https:\/\/www.autfactory.com\/wp-content\/uploads\/2024\/12\/Steiger-Christoph.webp\" style=\"background-size: contain; background-position: right center\"><\/div>\n            <\/div>\n\n    <\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":0,"parent":2453,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2406","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/pages\/2406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/comments?post=2406"}],"version-history":[{"count":5,"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/pages\/2406\/revisions"}],"predecessor-version":[{"id":3958,"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/pages\/2406\/revisions\/3958"}],"up":[{"embeddable":true,"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/pages\/2453"}],"wp:attachment":[{"href":"https:\/\/www.autfactory.com\/en\/wp-json\/wp\/v2\/media?parent=2406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}