[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"node-by-slug-\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai-en":3},["Reactive",4],{"entity":5,"errors":-1},{"__typename":6,"status":7,"metatag":8,"id":202,"path":203,"hideNavigation":204,"translations":205,"sharedTeaserTitle":13,"sharedTeaserText":215,"sharedTeaserRefMedia":217,"sharedParagraphs":228,"pageIndustrieTerms":520,"pageExpertiseTerms":524,"headerParagraph":531},"NodePage",true,[9,14,18,21,25,30,34,38,42,46,50,54,58,62,66,69,73,76,79,81,84,87,91,95,99,103,107,111,115,119,123,127,131,135,139,142,145,148,151,154,157,160,163,166,170,174,177,181,185,189,192,196,200],{"tag":10,"attributes":11},"meta",{"name":12,"content":13},"title","Industrial AI: strategies, insights, and success factors",{"tag":10,"attributes":15},{"name":16,"content":17},"description","Artificial intelligence is everywhere, and so is the hype. Do the AI reality check, discover our latest insights and identify where AI can deliver real value.",{"tag":10,"attributes":19},{"name":20,"content":17},"abstract",{"tag":10,"attributes":22},{"name":23,"content":24},"icbm","51.525772, -0.082716",{"tag":26,"attributes":27},"link",{"rel":28,"href":29},"canonical","https:\u002F\u002Fcms.zuehlke.com\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai",{"tag":10,"attributes":31},{"name":32,"content":33},"robots","index, 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Zühlke",{"tag":10,"attributes":67},{"property":68,"content":17},"og:description",{"tag":10,"attributes":70},{"property":71,"content":72},"og:image","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Fmax_1300x1300\u002Fpublic\u002Fimages\u002FIndustrial-AI-Image.jpeg?itok=wIQhkLiD",{"tag":10,"attributes":74},{"property":71,"content":75},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fzuhlke_innovation_social.jpg",{"tag":10,"attributes":77},{"property":78,"content":72},"og:image:url",{"tag":10,"attributes":80},{"property":78,"content":75},{"tag":10,"attributes":82},{"property":83,"content":72},"og:image:secure_url",{"tag":10,"attributes":85},{"property":83,"content":86},"https:\u002F\u002Fwww.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fzuhlke_innovation_social.jpg",{"tag":10,"attributes":88},{"property":89,"content":90},"og:image:alt","image",{"tag":10,"attributes":92},{"property":93,"content":94},"og:updated_time","2025-12-24",{"tag":10,"attributes":96},{"property":97,"content":98},"place:location:longitude","7.438014",{"tag":10,"attributes":100},{"property":101,"content":102},"place:location:latitude","46.947944",{"tag":10,"attributes":104},{"property":105,"content":106},"og:street_address","80 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5000",{"tag":10,"attributes":132},{"property":133,"content":134},"og:locale","en_CH",{"tag":10,"attributes":136},{"property":137,"content":138},"og:locale:alternate","de_CH",{"tag":10,"attributes":140},{"property":137,"content":141},"de_DE",{"tag":10,"attributes":143},{"property":137,"content":144},"en_DE",{"tag":10,"attributes":146},{"property":137,"content":147},"en_AT",{"tag":10,"attributes":149},{"property":137,"content":150},"de_AT",{"tag":10,"attributes":152},{"property":137,"content":153},"en_HK",{"tag":10,"attributes":155},{"property":137,"content":156},"en_SR",{"tag":10,"attributes":158},{"property":137,"content":159},"en_BG",{"tag":10,"attributes":161},{"property":137,"content":162},"en_SG",{"tag":10,"attributes":164},{"property":137,"content":165},"en_GB",{"tag":10,"attributes":167},{"property":168,"content":169},"article:publisher","https:\u002F\u002Fwww.facebook.com\u002Fzuehlke.group",{"tag":10,"attributes":171},{"property":172,"content":173},"article:published_time","2025-06-20",{"tag":10,"attributes":175},{"property":176,"content":94},"article:modified_time",{"tag":10,"attributes":178},{"name":179,"content":180},"twitter:card","summary_large_image",{"tag":10,"attributes":182},{"name":183,"content":184},"twitter:site","@zuehlke_group",{"tag":10,"attributes":186},{"name":187,"content":188},"twitter:site:id","247189965",{"tag":10,"attributes":190},{"name":191,"content":90},"twitter:image:alt",{"tag":10,"attributes":193},{"name":194,"content":195},"twitter:image","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Fmax_1300x1300\u002Fpublic\u002Fimages\u002FIndustrial-AI-Image.jpeg?itok=wIQhkLiD,https:\u002F\u002Fwww.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fzuhlke_innovation_social.jpg",{"tag":10,"attributes":197},{"name":198,"content":199},"google-site-verification","VEzolc1Vxy1KyRIlIqUSmVS7fqP_3_ZeBqPRby4g2mE",{"tag":201},"script","26518","\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai",false,[206,210],{"path":203,"langcode":207},{"id":208,"name":209},"en","English",{"path":211,"langcode":212},"\u002Fde\u002Findustries\u002Findustrial-sector\u002Findustrial-ai",{"id":213,"name":214},"de","German",{"processed":216},"\u003Cp>Artificial intelligence is everywhere, and so is the hype. Do the AI reality check, discover our latest insights and identify where AI can deliver real value.\u003C\u002Fp>\n",{"id":218,"sharedMediaLegend":219,"mediaImage":220,"name":227},"171809",null,{"url":221,"width":222,"height":223,"alt":224,"title":219,"size":225,"mime":226,"variations":219},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FIndustrial-AI-Image.jpeg",1456,816,"\"\"",266458,"image\u002Fjpeg","Industrial-AI-Image.jpeg",[229,239,268,298,307,329,337,396,426,434,459,463,470],{"__typename":230,"id":231,"ctaLink":232,"pgSharedText":235,"pgSharedTitle":219,"pgSharedCtaLink":238},"ParagraphPgText","30971",{"title":233,"url":234,"internal":7},"Do the AI reality check","#section-30989",{"value":236,"processed":236,"format":237},"\u003Cp>Artificial intelligence is undeniably one of the most significant technological developments of our time. Yet, many companies seem to be responding to this technology more with panic than with strategy. Millions are being invested, but returns are often elusive. We have gathered the latest insights from our AI and industry experts to help you cut through the noise. Conduct your own \u003Ca href=\"#section-30989\">AI reality check\u003C\u002Fa> and identify where AI can deliver genuine value.\u003C\u002Fp>","full_html",{"title":233,"url":234,"internal":7},{"__typename":240,"id":241,"eyebrow":219,"pgQuoteRefQuote":242,"hideImage":204,"hideFunctionAndCompany":204,"bigQuote":204},"ParagraphPgQuote","30972",[243],{"status":7,"id":244,"promote":204,"quotePersonDesc":245,"quotePersonName":246,"quoteText":247,"profileImage":248,"title":267},"26517","Global Chief of Cybernetic Transformation & Partner","Romano Roth, Zühlke","Don’t be dazzled. From ‘ChatGPT cowboys’ and politically motivated quick fixes to decisions driven more by buzzwords than substance, the AI hype is everywhere.",{"id":249,"sharedMediaLegend":219,"mediaImage":250,"name":266},"171614",{"url":251,"width":252,"height":252,"alt":219,"title":219,"size":253,"mime":226,"variations":219,"quoteVariations":254},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002F2023_Romano_Roth_Z%C3%BChlke.jpg",300,35598,[255,258,261,264,265],{"name":256,"url":257,"width":252,"height":252},"FOCAL_POINT11_EXTRA_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_extra_small\u002Fpublic\u002Fimages\u002F2023_Romano_Roth_Z%C3%BChlke.jpg.webp?itok=TWKbGm0h",{"name":259,"url":260,"width":252,"height":252},"FOCAL_POINT11_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002F2023_Romano_Roth_Z%C3%BChlke.jpg.webp?itok=n43eUDWI",{"name":262,"url":263,"width":252,"height":252},"FOCAL_POINT11_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_medium\u002Fpublic\u002Fimages\u002F2023_Romano_Roth_Z%C3%BChlke.jpg.webp?itok=Ackd07XZ",{"name":262,"url":263,"width":252,"height":252},{"name":262,"url":263,"width":252,"height":252},"2023_Romano_Roth_Zühlke.jpg","Romano Roth – Industrial AI ChatGPT cowboys (EN)",{"__typename":269,"id":270,"caption":219,"imageRight":204,"pgSharedTitle":271,"pgSharedCtaLink":272,"textMedia":275,"pgSharedText":295},"ParagraphPgTextMedia","30974","AI overkill: why hype clouds our judgement",{"title":273,"url":274,"internal":7},"Get the learnings","\u002Fen\u002Finsights\u002Fais-tangible-business-impact-5-key-learnings-from-zuhlke-eth-zurich",{"id":276,"sharedMediaLegend":219,"mediaImage":277,"name":294},"171812",{"url":278,"width":279,"height":280,"alt":224,"title":219,"size":281,"mime":226,"variations":219,"textMediaVariations":282},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FTeaser.Big-Zuhlke-ETH-study.jpg",955,764,87970,[283,288,289,290,293],{"name":284,"url":285,"width":286,"height":287},"FIXED_WIDTH_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002FTeaser.Big-Zuhlke-ETH-study.jpg.webp?itok=D7o8Stz3",900,720,{"name":284,"url":285,"width":286,"height":287},{"name":284,"url":285,"width":286,"height":287},{"name":291,"url":292,"width":279,"height":280},"FIXED_WIDTH_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002FTeaser.Big-Zuhlke-ETH-study.jpg.webp?itok=t4VwiBbd",{"name":291,"url":292,"width":279,"height":280},"Teaser.Big-Zuhlke-ETH-study.jpg",{"value":296,"processed":297,"format":237},"\u003Cp>The flood of buzzwords and promises around AI is overwhelming. Gartner® puts it even more starkly in its report on Defining AI and Setting Realistic Expectations: \u003C\u002Fp>\u003Cp class=\"text-normal\">\u003Cstrong>‘Superheated rhetoric surrounding the potential benefits of artificial intelligence is inflating related expectations […] and many enterprises are struggling to put a realistic value on an important source of innovation and differentiation’.\u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>We see it every day – business leaders are under enormous pressure to implement AI. But this is exactly where the risk lies. The hype leads to rushed actions without foundational strategy, and costly missteps. This is one reason why, according to Gartner, around 90 percent of AI initiatives fail early.\u003C\u002Fp>\u003Cp>Yet with the right foundation, much more is possible. That’s what our joint study with ETH Zurich shows – discover the \u003Ca href=\"\u002Fnode\u002F26397\" data-entity-type=\"node\" data-entity-uuid=\"ef951c72-bec8-47b5-8ee7-65af049346d1\" data-entity-substitution=\"canonical\">5 key insights on AI's tangible impact\u003C\u002Fa>.\u003C\u002Fp>","\u003Cp>The flood of buzzwords and promises around AI is overwhelming. Gartner® puts it even more starkly in its report on Defining AI and Setting Realistic Expectations: \u003C\u002Fp>\u003Cp class=\"text-normal\">\u003Cstrong>‘Superheated rhetoric surrounding the potential benefits of artificial intelligence is inflating related expectations […] and many enterprises are struggling to put a realistic value on an important source of innovation and differentiation’.\u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>We see it every day – business leaders are under enormous pressure to implement AI. But this is exactly where the risk lies. The hype leads to rushed actions without foundational strategy, and costly missteps. This is one reason why, according to Gartner, around 90 percent of AI initiatives fail early.\u003C\u002Fp>\u003Cp>Yet with the right foundation, much more is possible. That’s what our joint study with ETH Zurich shows – discover the \u003Ca href=\"\u002Fen\u002Finsights\u002Fais-tangible-business-impact-5-key-learnings-from-zuhlke-eth-zurich\" data-entity-type=\"node\" data-entity-uuid=\"ef951c72-bec8-47b5-8ee7-65af049346d1\" data-entity-substitution=\"canonical\" title=\"AI’s tangible business impact: 5 key learnings from Zühlke & ETH Zürich\">5 key insights on AI's tangible impact\u003C\u002Fa>.\u003C\u002Fp>",{"__typename":240,"id":299,"eyebrow":219,"pgQuoteRefQuote":300,"hideImage":204,"hideFunctionAndCompany":204,"bigQuote":204},"30975",[301],{"status":7,"id":302,"promote":204,"quotePersonDesc":303,"quotePersonName":304,"quoteText":305,"profileImage":219,"title":306},"26519","Director Data & AI Consulting and Partner","Peter Güntzer, Zühlke ","Implementing AI without establishing the right foundations is inviting the next crisis. Without cultural change and a clear data strategy, any AI initiative remains little more than a paper tiger.","Peter Güntzer – AI foundations (EN)",{"__typename":269,"id":308,"caption":219,"imageRight":7,"pgSharedTitle":309,"pgSharedCtaLink":310,"textMedia":313,"pgSharedText":327},"30976","From hype to heart of business: where industrial AI creates real value ",{"title":311,"url":312,"internal":7},"Read more: the Cybernetic Enterprise for the industrial sector","\u002Fen\u002Finsights\u002Fcybernetic-enterprise-industrial-sector",{"id":314,"sharedMediaLegend":219,"mediaImage":315,"name":326},"171813",{"url":316,"width":279,"height":280,"alt":224,"title":219,"size":317,"mime":226,"variations":219,"textMediaVariations":318},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FTeaser.Big-Data-Transformation-AI.jpg",96073,[319,321,322,323,325],{"name":284,"url":320,"width":286,"height":287},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002FTeaser.Big-Data-Transformation-AI.jpg.webp?itok=a8y71gXr",{"name":284,"url":320,"width":286,"height":287},{"name":284,"url":320,"width":286,"height":287},{"name":291,"url":324,"width":279,"height":280},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002FTeaser.Big-Data-Transformation-AI.jpg.webp?itok=WBThNBYF",{"name":291,"url":324,"width":279,"height":280},"Teaser.Big-Data-Transformation-AI.jpg",{"value":328,"processed":328,"format":237},"\u003Cp>Lack of data is rarely the problem for industrial companies. More often, they are sitting on vast, underutilised data resources. The key to unlocking AI’s power as a driver of insights, decision-making, and untapped potential lies in making this data fit for purpose.\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fde\u002Fexpertise\u002Fki-loesungen\u002Fki-accelerator\">This requires a \u003Cstrong>holistic approach\u003C\u002Fstrong>,\u003C\u002Fa> from \u003Cstrong>defining the strategic problem\u003C\u002Fstrong> to \u003Cstrong>building a tailored solution \u003C\u002Fstrong>architecture, \u003Cstrong>integrating AI\u003C\u002Fstrong> seamlessly into your processes, and ultimately embedding it into your products. With this solid foundation and a broad view, \u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Finsights\u002Fai-productivity-boost\">productivity gains of up to 50 percent and beyond\u003C\u002Fa> become achievable.\u003C\u002Fp>",{"__typename":240,"id":330,"eyebrow":219,"pgQuoteRefQuote":331,"hideImage":204,"hideFunctionAndCompany":204,"bigQuote":204},"30980",[332],{"status":7,"id":333,"promote":204,"quotePersonDesc":334,"quotePersonName":335,"quoteText":336,"profileImage":219,"title":335},"26228","Head AI, Brückner Maschinenbau","Wolfgang Zintz","Zühlke's role was pivotal. The team combined strong industry know-how, deep expertise in applied AI, and a user-centric approach to support our journey from strategy to implementation.",{"__typename":338,"id":339,"headerTitle":340,"lead":341,"gridView":7,"pgErRefEntity":342},"ParagraphPgTeaserOverview","30981","Industry insights: industrial AI in practice","AI is already delivering measurable gains in efficiency and productivity across the industrial sector. From predictive maintenance that prevents downtime to AI-supported quality control that detects defects faster than any human eye – AI is driving process optimisation, reducing idle time, and cutting costs. Explore real-world successes achieved in collaboration with our clients:",[343,362,378],{"path":344,"sharedTeaserTitle":345,"sharedTeaserRefMedia":346},"\u002Fen\u002Fcase-studies\u002Fbruckner-maschinenbau-leverages-genai-to-optimise-efficiency-by-improving-master-data","Brückner Maschinenbau leverages GenAI to optimise production efficiency",{"id":347,"sharedMediaLegend":219,"mediaImage":348,"name":361},"170996",{"url":349,"width":350,"height":351,"alt":352,"title":219,"size":353,"mime":226,"variations":219,"teaserOverviewVariations":354},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fbrueckner-maschinenbau.jpg",998,460,"a machine of Brückner Maschinenbau",156083,[355,357,358,359,360],{"name":259,"url":356,"width":351,"height":351},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002Fbrueckner-maschinenbau.jpg.webp?itok=6xB-527g",{"name":259,"url":356,"width":351,"height":351},{"name":259,"url":356,"width":351,"height":351},{"name":259,"url":356,"width":351,"height":351},{"name":259,"url":356,"width":351,"height":351},"brueckner-maschinenbau.jpg",{"path":363,"sharedTeaserTitle":364,"sharedTeaserRefMedia":365},"\u002Fen\u002Fcase-studies\u002Fkanadevia-inova-aims-to-reduce-downtime-costs-with-ai","Kanadevia Inova aims to reduce downtime & costs with AI",{"id":366,"sharedMediaLegend":219,"mediaImage":367,"name":377},"170654",{"url":368,"width":279,"height":280,"alt":224,"title":219,"size":369,"mime":226,"variations":219,"teaserOverviewVariations":370},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fteaser-kanadevia-inova-thun-with-logo.jpg",101231,[371,373,374,375,376],{"name":259,"url":372,"width":280,"height":280},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002Fteaser-kanadevia-inova-thun-with-logo.jpg.webp?itok=VFdT2LO4",{"name":259,"url":372,"width":280,"height":280},{"name":259,"url":372,"width":280,"height":280},{"name":259,"url":372,"width":280,"height":280},{"name":259,"url":372,"width":280,"height":280},"teaser-kanadevia-inova-thun-with-logo.jpg",{"path":379,"sharedTeaserTitle":380,"sharedTeaserRefMedia":381},"\u002Fen\u002Fcase-studies\u002Funiqa-ai-chatbot-increases-efficency","AI chatbot increases efficiency in 95% with half the effort",{"id":382,"sharedMediaLegend":219,"mediaImage":383,"name":395},"169443",{"url":384,"width":385,"height":287,"alt":386,"title":219,"size":387,"mime":226,"variations":219,"teaserOverviewVariations":388},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fgenerative-ai-chatbot-icon.jpg",1280,"generative ai chatbot icon",151036,[389,391,392,393,394],{"name":259,"url":390,"width":287,"height":287},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002Fgenerative-ai-chatbot-icon.jpg.webp?itok=yIU1gQjn",{"name":259,"url":390,"width":287,"height":287},{"name":259,"url":390,"width":287,"height":287},{"name":259,"url":390,"width":287,"height":287},{"name":259,"url":390,"width":287,"height":287},"generative-ai-chatbot-icon.jpg",{"__typename":397,"id":398,"title":399,"text":400,"pgCtaLink":401,"imageLayout":404,"media":405},"ParagraphPgTeaserBig","30982","AI in the industrial value chain","These projects demonstrate that AI is more than just a buzzword. The technology is making companies more resilient, efficient, and productive – while opening doors to entirely new business opportunities.\r\n\r\nWant to explore further? Our continuously growing collection highlights practical AI and data use cases that deliver tangible value across the entire industrial value chain. 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