{"id":111153,"date":"2025-09-24T23:32:43","date_gmt":"2025-09-24T21:32:43","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=ejournal&#038;p=111153"},"modified":"2025-09-25T23:14:50","modified_gmt":"2025-09-25T21:14:50","slug":"i4s-5-2025-ai-digital-assistance","status":"publish","type":"ejournal","link":"https:\/\/industry-science.com\/en\/e-journals\/i4s-5-2025-ai-digital-assistance\/","title":{"rendered":"I4S 5\/2025: Artificial Intelligence and Digital Assistance"},"content":{"rendered":"<div style=\"text-align:center; margin-bottom:20px;\">\n   <a href=\"https:\/\/industry-science.com\/en\/gito-ejournal-index\/?token=0dBMOvjt6m5gCfC6YQjf\" target=\"_blank\" rel=\"noopener noreferrer\">      <button style=\"font-size:14px;\" class=\"button gito-pub-frontend-vertical-title\">Table of contents (PDF)      <\/button>   <\/a>\n<\/div>\n\n<p>German industry faces enormous challenges: demographic change, ecological transformation, geopolitical risks, and a high need for investment in infrastructure are compounded by stagnating productivity and a growing shortage of skilled workers. At the same time, technological advances are opening up new opportunities: artificial intelligence and digital assistance systems can make work more efficient and productive. While they have long been part of our everyday lives, their use in industry has so far fallen short of their potential. The Scientific Society for Work and Business Organization (WGAB) shows how innovative concepts can effectively support human work and open up new ways to strengthen competitiveness.<\/p>\n\n\n\n<div style=\"height:29px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">All articles at a glance<\/h2>\n\n\n\n\n<!-- GITO_PUB_POST start list-container -->\n<div><ul class=\"gito-pub-frontend-post-list-container\">\n<li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/empathic-assembly-assistance\/\">Empathic Assembly Assistance<\/a><br><span style=\"color:#444;\">Combining AI-based data analysis and empathic human digital twins<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/ai-supported-personnel-planning\/\">AI-Supported Personnel Planning in Industrial Maintenance<\/a><br><span style=\"color:#444;\">User-centered development and implementation in a pilot project<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/augmented-reality\/\">Applied Knowledge and Augmented Reality<\/a><br><span style=\"color:#444;\">Bridging the gap between learning and application<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/biomechanical-exoskeletons\/\">Biomechanical Simulation Pipeline for Exoskeletons<\/a><br><span style=\"color:#444;\">A digital tool for the targeted development of support systems<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/human-ai-paired-work-system\/\">Human-Centered AI-Paired Work Systems<\/a><br><span style=\"color:#444;\">Integrating GenAI and the human factor in work system theory<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/genai-industrial-maintenance\/\">Bridging Knowledge Gaps with GenAI in Industrial Maintenance<\/a><br><span style=\"color:#444;\">Specific needs and contextualized solutions<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/mechanisms-genai-governance\/\">Mechanisms of GenAI Governance<\/a><br><span style=\"color:#444;\">A case study on the responsible use of GenAI in organizations<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/assistance-production-logistics\/\">Assistance for Simulation in Production and Logistics<\/a><br><span style=\"color:#444;\">A literature-based classification<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/productivity-engineer-to-order\/\">Increased Productivity in Engineer-to-Order Production<\/a><br><span style=\"color:#444;\">Digital assistance between design and production in shipbuilding<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/production-planning-control\/\">Automation of Production Planning and Control<\/a><br><span style=\"color:#444;\">A deep dive into production control with intelligent agents<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/product-development\/\">AI-Based Recommender Systems in Product Development<\/a><br><span style=\"color:#444;\">A framework for knowledge discovery from multimodal data in industrial applications<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/instructional-system\/\">The Bias of \u201cInstructional Systems for the Disabled\u201d<\/a><br><span style=\"color:#444;\">Ethnographic insights from deploying augmented reality in a sheltered workshop<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/mtm-analysis-motion-capture-data\/\">Derivation of MTM Analyses from Motion Capture Data<\/a><br><span style=\"color:#444;\">Evaluation of the procedure and comparison with a manual MTM analysis<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/camera-ergonomics-assessment\/\">Camera-Based Ergonomics Assessment<\/a><br><span style=\"color:#444;\">Developing a method for use in manual assembly<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/ai-workstation-industrial-quality\/\">AI Smart Workstation for Industrial Quality Control<\/a><br><span style=\"color:#444;\">Enhancing productivity through vision systems, real-time assistance, and Axiomatic Design<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/assistance-work-environment\/\">Data-Driven Assistance Systems in the Working Environment<\/a><br><span style=\"color:#444;\">Efficient development of target group-specific BI dashboards in companies<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/structural-integration-of-ai\/\">Frameworks for the Structural Integration of Artificial Intelligence<\/a><br><span style=\"color:#444;\">Comparing organizational approaches<\/span><\/li><li><a class=\"\" href=\"https:\/\/industry-science.com\/en\/articles\/human-centered-ai-adoption\/\">Towards Human-Centered Industrial AI Adoption<\/a><br><span style=\"color:#444;\">A reference architecture for machine vision demonstrators<\/span><\/li><\/ul><\/div>\n<!-- GITO_PUB_POST end list-container -->\n\n<div style=\"display:block;text-align:center !important;margin:30px 0;\"><div style=\"display:inline-block;border:1px solid #555;padding:10px;max-width:600px;text-align:left;\"><h2 class=\"gito-pub-download-section\"><center>Access limited<\/center><\/h2><p>You are currently <strong>not logged in \/ not yet registered<\/strong>.<\/p><p>In order to download the desired file(s), you must be logged in and have an appropriate inclusive subscription. Alternatively, you can also obtain access by paying a one-off fee.<\/p><br><br><div style=\"text-align:center;\"><table style=\"width:90% !important;margin-left:5% !important;\"><thead><tr><th>Subscription<\/th><th style=\"text-align:center !important;\">included<\/th><th style=\"text-align:right;\">Purchase<\/th><tr><\/thead><tbody><tr><td>without<\/td><td style=\"text-align:center !important;\">&#8722;<\/td><td style=\"text-align:right;\">59,00 \u20ac<\/td><tr><tr><td>Digital<\/td><td style=\"text-align:center !important;\">&#8722;<\/td><td style=\"text-align:right;\">56,05 \u20ac<\/td><tr><tr><td>Expert<\/td><td style=\"text-align:center !important;\">&#8722;<\/td><td style=\"text-align:right;\">53,10 \u20ac<\/td><tr><tr><td>Professional<\/td><td style=\"text-align:center !important;\"><span style=\"color:var(--company-color);font-weight:bold;font-size:16px;\">&#10003;<\/span><\/td><td style=\"text-align:right;\">0,00 \u20ac<\/td><tr><\/tbody><\/table><button style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-login-register-link gito-pub-reporting-abo-button\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/ejournal\/111153\/\" data-type=\"abo-button-login\">Register \/ book subscription<\/button><a href=\"https:\/\/industry-science.com\/en\/checkout\/?add-to-cart=111153&#038;quantity=1\" style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-reporting-abo-button\" data-type=\"abo-button-onetime\">Download for one time 59,00 \u20ac<\/a><p><small>All prices include 7% VAT<\/small><\/p><p><small>After purchasing access rights, you will automatically be redirected back to this page.<\/small><\/p><\/div><\/div><\/div><div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ai-en\/\">AI<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/artificial-intelligence\/\">artificial intelligence<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/assembly-en\/\">assembly<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/digital-assistance\/\">digital assistance<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ergonomics-en\/\">ergonomics<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/exoskeletons\/\">exoskeletons<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/genai\/\">GenAI<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/generative-ai\/\">generative AI<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/human-centered-design-en\/\">human-centered design<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/industry-5-0\/\">industry 5.0<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ki-en\/\">KI<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/kuenstliche-intelligenz-en\/\">K\u00fcnstliche Intelligenz<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/machine-vision\/\">machine vision<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/montage-en\/\">Montage<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/mtm-analyses\/\">MTM analyses<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/product-development-en\/\">product development<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/qualification-en\/\">qualification<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/work-system\/\">work system<\/a><\/span> <br>Industries: <span class=\"gito-pub-tag-element\"><a href=\"https:\/\/industry-science.com\/en\/industries\/manufacturing-en\/\">Manufacturing<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=I4S%205%2F2025%3A%20Artificial%20Intelligence%20and%20Digital%20Assistance - https:\/\/industry-science.com\/en\/e-journals\/i4s-5-2025-ai-digital-assistance\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/e-journals\/i4s-5-2025-ai-digital-assistance\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip facebook\" title=\"Share on Facebook\" aria-label=\"Share on Facebook\" rel=\"noopener nofollow\"><i class=\"icon-facebook\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/x.com\/share?url=https:\/\/industry-science.com\/en\/e-journals\/i4s-5-2025-ai-digital-assistance\/\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip x\" title=\"Share on X\" aria-label=\"Share on X\" rel=\"noopener nofollow\"><i class=\"icon-x\" aria-hidden=\"true\"><\/i><\/a><a href=\"mailto:?subject=I4S%205%2F2025%3A%20Artificial%20Intelligence%20and%20Digital%20Assistance&body=Check%20this%20out%3A%20https%3A%2F%2Findustry-science.com%2Fen%2Fe-journals%2Fi4s-5-2025-ai-digital-assistance%2F\" class=\"icon button circle is-outline tooltip email\" title=\"Email to a Friend\" aria-label=\"Email to a Friend\" rel=\"nofollow\"><i class=\"icon-envelop\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/industry-science.com\/en\/e-journals\/i4s-5-2025-ai-digital-assistance\/&title=I4S%205%2F2025%3A%20Artificial%20Intelligence%20and%20Digital%20Assistance\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n<h2 class=\"gito-pub-frontend-post-headline\">You might also be interested in<\/h2>\n<!-- GITO_PUB_POST start flex-container -->\n<div class=\"gito-pub-flex-container\">\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-2-2026-learning-factories\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/I4S_02-2026_ENG_Cover-640x325.jpeg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/I4S_02-2026_ENG_Cover-196x180.jpeg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/I4S_02-2026_ENG_Cover-196x180.jpeg\" alt=\"I4S 2\/2026: Learning Factories\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:185px;overflow:hidden;\" title=\"I4S 2\/2026: Learning Factories\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\">I4S 2\/2026: Learning Factories<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Drivers of research and learning environments for Industry 4.0<\/div>                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n<div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"expert\" data-targeturl=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-2-2026-learning-factories\/\" title=\"please login or register - content can only be read in its entirety with a subscription  expert\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>\nIn recent years, learning factories have evolved into key experimental environments in the context of the Fourth Industrial Revolution. In addition to their role as training centers for skilled workers, they also serve as real-world research laboratories. This issue of Industry 4.0 Science examines learning factories as venues for exploring new approaches and technologies\u2014whether digital assistants, cobots, serious games, or digital twins.                  <\/div>\n               <\/div>\n            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-6-2025-manufacturing-space\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/12\/I4S_06-2025_ENG_Cover-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/12\/I4S_06-2025_ENG_Cover-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/12\/I4S_06-2025_ENG_Cover-196x180.webp\" alt=\"I4S 6\/2025: Manufacturing in Space\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:185px;overflow:hidden;\" title=\"I4S 6\/2025: Manufacturing in Space\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\">I4S 6\/2025: Manufacturing in Space<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Infinite possibilities for industrial production?<\/div>                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n<div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-6-2025-manufacturing-space\/\" title=\"please login or register - content can only be read in its entirety with a subscription  professional\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>\nManufacturing is leaving Earth: what was once science fiction is becoming a strategic field for the future. Falling launch costs and new space industry players are enabling production and services under conditions that are impossible on Earth\u2014from in-orbit maintenance to novel manufacturing processes in microgravity. This issue highlights opportunities, business models, and technological hurdles on the path to value chains in space.                  <\/div>\n               <\/div>\n            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-3-2025-digital-twin\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/06\/I4S_03-2025_ENG_Cover-640x325.jpeg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/06\/I4S_03-2025_ENG_Cover-196x180.jpeg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/06\/I4S_03-2025_ENG_Cover-196x180.jpeg\" alt=\"I4S 3\/2025: Digital Twin\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:185px;overflow:hidden;\" title=\"I4S 3\/2025: Digital Twin\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\">I4S 3\/2025: Digital Twin<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Innovative concepts for manufacturing, logistics, and learning environments<\/div>                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n<div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-3-2025-digital-twin\/\" title=\"please login or register - content can only be read in its entirety with a subscription  professional\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>\nIn the connected world, digital twins open up completely new possibilities: they virtually replicate physical systems, processes, or products. However, key challenges remain, including the collection of current product data. This issue of Industry 4.0 Science covers a wide range of topics, from the basic concept of the digital twin to its benefits in procurement and its use in supply chain management.                  <\/div>\n               <\/div>\n            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-2-2025-ai-cobots-virtual\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/04\/I4S_02-2025_ENG_Cover-640x325.jpeg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/04\/I4S_02-2025_ENG_Cover-196x180.jpeg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/04\/I4S_02-2025_ENG_Cover-196x180.jpeg\" alt=\"I4S 2\/2025: The Future of Production with AI, Cobots and Virtual Worlds\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:185px;overflow:hidden;\" title=\"I4S 2\/2025: The Future of Production with AI, Cobots and Virtual Worlds\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\">I4S 2\/2025: The Future of Production with AI, Cobots and Virtual Worlds<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Technology needs innovative, value-adding business models<\/div>                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n<div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-2-2025-ai-cobots-virtual\/\" title=\"please login or register - content can only be read in its entirety with a subscription  professional\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>\nArtificial intelligence, collaborative robotics, and virtual worlds, such as the metaverse, are fueling visions for new forms of industrial value creation. However, innovation alone is not enough\u2014given that these technologies only develop their full potential through intelligent business models. How can companies efficiently integrate AI-supported automation, cobots and digital twins into their processes?                  <\/div>\n               <\/div>\n            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-6-2024-machine-learning\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/12\/I4S_06-2024_Cover-640x325.png\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/12\/I4S_06-2024_Cover-196x180.png\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2024\/12\/I4S_06-2024_Cover-196x180.png\" alt=\"I4S 6\/2024: Machine Learning\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:185px;overflow:hidden;\" title=\"I4S 6\/2024: Machine Learning\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\">I4S 6\/2024: Machine Learning<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A technology with optimization potential in terms of efficiency, transparency and sustainability<\/div>                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n<div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-6-2024-machine-learning\/\" title=\"please login or register - content can only be read in its entirety with a subscription  professional\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>\nMachine learning takes automation to a new level. But what does this imply for the role of humans, who seem to remain\u00a0essential for the effective control of AI systems. The development of energy-efficient and fair algorithms and the optimization of data quality are crucial for the future viability of machine learning and artificial intelligence. The articles in this issue examine the technology's key potential and areas of application.                  <\/div>\n               <\/div>\n            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n<\/div>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>Table of contents (PDF) German industry faces enormous challenges: demographic change, ecological transformation, geopolitical risks, and a high need for investment in infrastructure are compounded by stagnating productivity and a growing shortage of skilled workers. At the same time, technological advances are opening up new opportunities: artificial intelligence and digital assistance systems can make work [&#8230;]\n","protected":false},"featured_media":111100,"template":"","categories":[79167,79168,79298],"tags":[80169,4723,80275,76766,84285,84682,84627,80064,84249,77767,79362,80025,72347,79629,84681,80132,84430,73921],"product_cat":[79492],"topic":[68005,67701],"technology":[67790,67946],"knowhow":[],"industry":[79494],"writer":[81198,82074,82336,80552],"glossary":[],"class_list":{"0":"post-111153","1":"ejournal","2":"type-ejournal","3":"status-publish","4":"has-post-thumbnail","6":"category-design-en","7":"category-translate-en","8":"category-typeset","9":"tag-ai-en","10":"tag-artificial-intelligence","11":"tag-assembly-en","12":"tag-digital-assistance","13":"tag-ergonomics-en","14":"tag-exoskeletons","15":"tag-genai","16":"tag-generative-ai","17":"tag-human-centered-design-en","18":"tag-industry-5-0","19":"tag-ki-en","20":"tag-kuenstliche-intelligenz-en","21":"tag-machine-vision","22":"tag-montage-en","23":"tag-mtm-analyses","24":"tag-product-development-en","25":"tag-qualification-en","26":"tag-work-system","27":"product_cat-e-journals","28":"topic-automation","29":"topic-production-system","30":"technology-artificial-intelligence","31":"technology-sensors","32":"industry-manufacturing-en","33":"writer-hans-koller-en","34":"writer-hermann-loedding-en","35":"writer-peter-kuhlang-en","36":"writer-wolfgang-kersten-en","37":"product","38":"first","39":"instock","40":"downloadable","41":"virtual","42":"sold-individually","43":"taxable","44":"purchasable","45":"product-type-ejournal"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-150x150.jpeg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-762x375.jpeg",762,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-764x320.jpeg",764,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-392x320.jpeg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-608x376.jpeg",608,376,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-640x325.jpeg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-274x376.jpeg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-514x292.jpeg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-320x376.jpeg",320,376,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-514x253.jpeg",514,253,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-196x180.jpeg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover.jpeg",764,376,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-510x376.jpeg",510,376,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-510x251.jpeg",510,251,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-100x100.jpeg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/09\/I4S_05-2025_DE_Cover-64x31.jpeg",64,31,true]},"uagb_author_info":{"display_name":"Florian Goldmann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Table of contents (PDF) German industry faces enormous challenges: demographic change, ecological transformation, geopolitical risks, and a high need for investment in infrastructure are compounded by stagnating productivity and a growing shortage of skilled workers. At the same time, technological advances are opening up new opportunities: artificial intelligence and digital assistance systems can make work&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/ejournal\/111153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/ejournal"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/ejournal"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/111100"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=111153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=111153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=111153"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=111153"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=111153"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=111153"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=111153"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=111153"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=111153"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=111153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}