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Cybernetic Enterprise – turning industrial AI hype into lasting value",[207,210],{"path":203,"langcode":208},{"id":209},"en",{"path":211,"langcode":212},"\u002Fde\u002Finsights\u002Fcybernetic-enterprise-industrie",{"id":213},"de",{"id":215,"sharedMediaLegend":204,"mediaImage":216,"name":240},"171898",{"url":217,"width":218,"height":219,"alt":220,"title":204,"size":221,"mime":222,"variations":204,"headerMinimalVariations":223},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FWoman%20in%20Cybernetic%20Enterprise.png",1456,816,"Woman in Cybernetic Enterprise",198318,"image\u002Fpng",[224,229,230,235,239],{"name":225,"url":226,"width":227,"height":228},"FOCAL_POINT32_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002FWoman%20in%20Cybernetic%20Enterprise.png.webp?itok=F7_Y2d-w",800,533,{"name":225,"url":226,"width":227,"height":228},{"name":231,"url":232,"width":233,"height":234},"FOCAL_POINT169_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_medium\u002Fpublic\u002Fimages\u002FWoman%20in%20Cybernetic%20Enterprise.png.webp?itok=sYSKVDf7",1200,675,{"name":236,"url":237,"width":238,"height":219},"FOCAL_POINT169_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_large\u002Fpublic\u002Fimages\u002FWoman%20in%20Cybernetic%20Enterprise.png.webp?itok=M4DV1Rd0",1451,{"name":236,"url":237,"width":238,"height":219},"Woman in Cybernetic Enterprise.png","Cybernetic enterprise: Value from AI in the industrial sector",{"processed":243},"\u003Cp>\u003Cspan lang=\"EN-GB\">AI initiatives in industrial organisations often fail to deliver real value. Discover how the Cybernetic Enterprise is designed to change that.\u003C\u002Fspan>\u003C\u002Fp>",{"id":215,"sharedMediaLegend":204,"mediaImage":245,"name":240},{"url":217,"width":218,"height":219,"alt":220,"title":204,"size":221,"mime":222,"variations":204},[247,253,258,263,292,297,302,336,341,346,375,380],{"__typename":248,"id":249,"ctaLink":204,"pgSharedText":250,"pgSharedTitle":204,"pgSharedCtaLink":204},"ParagraphPgText","31252",{"value":251,"processed":251,"format":252},"\u003Cp class=\"text-lead\">\u003Cstrong>\"Don't be fooled. From ChatGPT cowboys to politically motivated snap decisions and choices based more on buzzwords than substance, AI hype is everywhere.\"\u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>Romano Roth, Zühlke\u003Cbr>Global Chief of Cybernetic Transformation & Partner\u003C\u002Fp>","full_html",{"__typename":248,"id":254,"ctaLink":204,"pgSharedText":255,"pgSharedTitle":257,"pgSharedCtaLink":204},"31241",{"value":256,"processed":256,"format":252},"\u003Cp>\u003Cspan lang=\"EN-GB\">The term ‘AI idiots’ is meant to be provocative – but it’s not meant to offend. Rather it’s a wake-up call for leaders in the industrial sector. The term describes well-meaning but misguided attempts to ‘do AI’ without \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai\">\u003Cspan lang=\"EN-GB\">truly understanding what it takes to succeed\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\"> – systems thinking, cultural change, and strategic alignment.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan lang=\"EN-GB\">From ChatGPT cowboys to AI-washing in boardrooms, our experience shows that too many companies adopting AI see it as a quick fix rather than a long-term transformation. This blog post explores ways to move beyond the hype and build something real and long-term – the Cybernetic Enterprise.\u003C\u002Fspan>\u003C\u002Fp>","A wake-up call for industrial organisation, not an insult",{"__typename":248,"id":259,"ctaLink":204,"pgSharedText":260,"pgSharedTitle":262,"pgSharedCtaLink":204},"31242",{"value":261,"processed":261,"format":252},"\u003Cp>\u003Cspan lang=\"EN-GB\">Artificial intelligence is undoubtedly one of the most significant technological developments of our time. But at many companies, the approach being taken to this technology looks panicked rather than strategic. \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Finsights\u002Fai-industry-value-chain\">\u003Cspan lang=\"EN-GB\">AI in the industrial sector\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\"> is being hailed as a panacea, investment is pouring into AI-first initiatives, and prototypes are being rolled out apace. But more often than not the return on investment (ROI) simply never materialises – especially in industrial settings, where robustness matters more than prototypes. It's important to understand that AI has its limits.\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">AI is a tool, not a saviour\u003C\u002Fspan>\u003C\u002Fh5>\u003Cp>\u003Cspan lang=\"EN-GB\">AI can optimise, suggest, and assist – but it doesn’t fix broken processes or make decisions. It doesn’t repair misaligned governance or reshape corporate culture. Companies expecting AI to deliver transformation on its own are going to be disappointed.\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">The limits of automation\u003C\u002Fspan>\u003C\u002Fh5>\u003Cp>\u003Cspan lang=\"EN-GB\">Routine tasks – like basic coding – are becoming increasingly automated. But the real value lies in what AI can’t replace – human judgment, contextual understanding, empathy, and creativity. That’s where people still make the difference.\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">Human-led and AI-enabled\u003C\u002Fspan>\u003C\u002Fh5>\u003Cp>\u003Cspan lang=\"EN-GB\">The future isn’t AI-first. It’s human-led and AI-enabled. This guiding principle means AI serves human goals, amplifies insights, and accelerates value creation – while leaving humans in the driver’s seat.\u003C\u002Fspan>\u003C\u002Fp>","The ‘AI-first’ illusion – why chasing the hype is doomed to failure",{"__typename":264,"id":265,"title":266,"text":267,"pgCtaLink":268,"imageLayout":271,"media":272},"ParagraphPgTeaserBig","31243","Industrial AI in action: strategies, insights & success factors","Unlock real-world strategies, concrete use cases, and key success factors to drive Industrial AI transformation. Dive into our pillar content now.",{"title":269,"url":270,"internal":7},"Discover more","\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai","left",{"id":273,"sharedMediaLegend":204,"mediaImage":274,"name":291},"171811",{"url":275,"width":276,"height":277,"alt":278,"title":204,"size":279,"mime":280,"variations":204,"teaserVariations":281},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FIndustrial-AP-header-Right.jpg",1920,1537,"\"\"",249156,"image\u002Fjpeg",[282,284,285,289,290],{"name":225,"url":283,"width":227,"height":228},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002FIndustrial-AP-header-Right.jpg.webp?itok=wke0XUEB",{"name":225,"url":283,"width":227,"height":228},{"name":286,"url":287,"width":233,"height":288},"FOCAL_POINT54_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_4_medium\u002Fpublic\u002Fimages\u002FIndustrial-AP-header-Right.jpg.webp?itok=lDFMsCFx",960,{"name":286,"url":287,"width":233,"height":288},{"name":286,"url":287,"width":233,"height":288},"Industrial-AP-header-Right.jpg",{"__typename":248,"id":293,"ctaLink":204,"pgSharedText":294,"pgSharedTitle":296,"pgSharedCtaLink":204},"31244",{"value":295,"processed":295,"format":252},"\u003Cp>The Cybernetic Enterprise is both mindset and operating model. Inspired by the original meaning of cybernetic (from the Greek ‘steersman’), it treats organisations as \u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-accelerator\">dynamic systems with feedback loops between people, technology, and processes\u003C\u002Fa>.\u003C\u002Fp>\u003Cp>\u003Cstrong>Key objectives of the Cybernetic Enterprise include:\u003C\u002Fstrong>\u003C\u002Fp>\u003Cul>\u003Cli>Long-term adaptability\u003C\u002Fli>\u003Cli>Continuous learning\u003C\u002Fli>\u003Cli>Sustainable value creation\u003C\u002Fli>\u003C\u002Ful>","The Cybernetic Enterprise – a future-ready operating model",{"__typename":248,"id":298,"ctaLink":204,"pgSharedText":299,"pgSharedTitle":301,"pgSharedCtaLink":204},"31246",{"value":300,"processed":300,"format":252},"\u003Cp>In this model, AI isn’t a bolt-on tool – it’s baked into the organisational DNA. It supports product development, operations, decision-making, and customer experience as part of a unified strategy.\u003C\u002Fp>\u003Cp>For a real-world example, take a look at Zühlke’s \u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-accelerator\" data-entity-type=\"external\">AI accelerators\u003C\u002Fa>, that integrate AI across the lifecycle.\u003C\u002Fp>","AI should be integrated, not an add-on",{"__typename":303,"id":304,"caption":305,"captionSecondary":204,"pgSharedTitle":204,"pgMediaRefMedia":306,"secondaryImage":204,"edgeToEdge":335,"fullWidth":335},"ParagraphPgMedia","31245","Image: AI must be integrated throughout the organisation and into all processes.",{"id":307,"sharedMediaLegend":204,"mediaImage":308,"name":334},"171899",{"url":309,"width":310,"height":311,"alt":312,"title":204,"size":313,"mime":222,"variations":204,"mediaVariations":314,"infographVariations":328},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FGraphic%20CE.png",947,566,"Illustration: processes in the Cybernetic Enterprise",105636,[315,320,321,324,327],{"name":316,"url":317,"width":318,"height":319},"FIXED_WIDTH_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002FGraphic%20CE.png.webp?itok=77DboRTu",900,538,{"name":316,"url":317,"width":318,"height":319},{"name":322,"url":323,"width":310,"height":311},"FIXED_WIDTH_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002FGraphic%20CE.png.webp?itok=Md86aB4P",{"name":325,"url":326,"width":310,"height":311},"FIXED_WIDTH_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_large\u002Fpublic\u002Fimages\u002FGraphic%20CE.png.webp?itok=mUazXdu5",{"name":325,"url":326,"width":310,"height":311},[329,330,331,332,333],{"name":316,"url":317,"width":318,"height":319},{"name":316,"url":317,"width":318,"height":319},{"name":316,"url":317,"width":318,"height":319},{"name":322,"url":323,"width":310,"height":311},{"name":322,"url":323,"width":310,"height":311},"Graphic CE.png",false,{"__typename":248,"id":337,"ctaLink":204,"pgSharedText":338,"pgSharedTitle":340,"pgSharedCtaLink":204},"31247",{"value":339,"processed":339,"format":252},"\u003Cp>\u003Cspan lang=\"EN-GB\">No AI strategy is complete without a human-centred operating model. The Cybernetic Enterprise is not built on technology alone. It thrives on the interaction between people, processes, and platforms. At the heart of this transformation are three interconnected pillars that ensure that AI delivers lasting value, not just short-term gain:\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">\u003Cstrong>1. \u003C\u002Fstrong>\u003C\u002Fspan>\u003Cstrong>People – from task executors to cybernetic thinkers\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003C\u002Fstrong>\u003C\u002Fh5>\u003Cul>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cstrong>Beyond task executors:\u003C\u002Fstrong> The transformation into a cybernetic enterprise affects all roles, not just software engineers. Whether you're an operator on the shop floor, a data analyst, a domain expert, or a tech lead, success in AI-augmented environments demands more than just task execution. It calls for navigating complexity, thinking in feedback loops, and connecting the dots across disciplines. In short, a shift from functional specialists to systems-aware, problem-solving collaborators.\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003C\u002Fli>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>New skillsets:\u003C\u002Fstrong> This requires Cybernetic Thinking – the ability to integrate technology, people, processes, and organisations into a continuously learning system. Critical thinking, creativity, and empathy become as vital as technical know-how.\u003C\u002Fspan>\u003C\u002Fli>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>Empowerment:\u003C\u002Fstrong> Teams need to own their products, work iteratively, and make decisions \u003C\u002Fspan>locally, where the knowledge is, not at some remote management level\u003Cspan lang=\"EN-GB\">. This shift enables speed, relevance, and responsibility.\u003C\u002Fspan>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">\u003Cstrong>2. Processes – designed for feedback and evolution\u003C\u002Fstrong>\u003C\u002Fspan>\u003C\u002Fh5>\u003Cul>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>Continuous value creation:\u003C\u002Fstrong> Cybernetic Enterprises build processes that evolve through feedback. This creates a culture of iteration, where learning and improvement never stop.\u003C\u002Fspan>\u003C\u002Fli>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>Agile and adaptive:\u003C\u002Fstrong> Combining agile principles with self-learning systems keeps teams responsive and aligned with customer success.\u003C\u002Fspan>\u003C\u002Fli>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>Productivity boost:\u003C\u002Fstrong> AI-enabled approaches like \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-accelerator\" data-entity-type=\"external\">\u003Cspan lang=\"EN-GB\">Zühlke’s AI accelerators\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\"> are already delivering measurable outcomes. \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Finsights\u002Fai-productivity-boost\">\u003Cspan lang=\"EN-GB\">In real projects, development productivity has increased by 30%, with a potential of up to 50%.\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003C\u002Fp>\u003Ch5>\u003Cspan lang=\"EN-GB\">\u003Cstrong>3. Technology – the enabler, not the driver\u003C\u002Fstrong>\u003C\u002Fspan>\u003C\u002Fh5>\u003Cul>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>AI accelerators:\u003C\u002Fstrong> Modular tools and components that embed intelligence into every step of software development and operations.\u003C\u002Fspan>\u003C\u002Fli>\u003Cli>\u003Cspan lang=\"EN-GB\">\u003C\u002Fspan>\u003Cspan lang=\"EN-GB\">\u003Cstrong>Democratising digitalisation\u003C\u002Fstrong>: With AI-supported development, companies of all sizes – not just tech giants – can scale digitalisation affordably and effectively. This levels the playing field, especially for \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Finsights\u002Fai-industry-value-chain\">\u003Cspan lang=\"EN-GB\">AI in production and industrial environments\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\">.\u003C\u002Fspan>\u003C\u002Fli>\u003C\u002Ful>","The human system behind smart AI in industry: 3 pillars of Cybernetic Transformation",{"__typename":248,"id":342,"ctaLink":204,"pgSharedText":343,"pgSharedTitle":345,"pgSharedCtaLink":204},"31248",{"value":344,"processed":344,"format":252},"\u003Cp>\u003Cspan lang=\"EN-GB\">Allow me to put to rest a common concern – artificial Intelligence isn’t eliminating jobs, it’s transforming them. And with that transformation comes a growing talent gap. This gap doesn’t exist despite AI, but because of it. As machines take over routine tasks, the need for specialised human capabilities becomes even more critical. The future demands professionals who understand how to work with \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai\">\u003Cspan lang=\"EN-GB\">AI – ethically, strategically, and effectively\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\">.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan lang=\"EN-GB\">To meet this demand, industrial organisations need to step up and start actively shaping the workforce of tomorrow. That means rethinking how we educate, train, and develop people. It’s no longer enough to simply roll out new tools or expect employees to keep up on their own. What’s needed are new forms of education and targeted upskilling programs; real learning environments where people can experiment, grow, and adapt alongside emerging technologies.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan lang=\"EN-GB\">Organisations that invest in these capabilities gain more than just technical expertise. They cultivate loyalty. Employees who are given the chance to learn and grow are more likely to stay engaged, committed, and willing to lead change. By empowering talent to thrive in AI-supported environments, companies build not only a future-ready workforce but also a future-proof culture.\u003C\u002Fspan>\u003C\u002Fp>","AI in the industrial sector needs to cultivate a future-ready workforce",{"__typename":347,"id":348,"eyebrow":204,"pgQuoteRefQuote":349,"hideImage":335,"hideFunctionAndCompany":335,"bigQuote":335},"ParagraphPgQuote","31249",[350],{"status":7,"id":351,"promote":335,"quotePersonDesc":352,"quotePersonName":353,"quoteText":354,"profileImage":355,"title":374},"26546","Chief AI Officer & Partner","Romano Roth, Zühlke","The future of AI in the industrial sector isn’t driven by tools. It’s driven by leaders who think cybernetically.",{"id":356,"sharedMediaLegend":204,"mediaImage":357,"name":373},"171828",{"url":358,"width":359,"height":359,"alt":204,"title":204,"size":360,"mime":280,"variations":204,"quoteVariations":361},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002F2023_Romano_Roth_Z%C3%BChlke_30.jpg",300,35598,[362,365,368,371,372],{"name":363,"url":364,"width":359,"height":359},"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_30.jpg.webp?itok=pxIcI-Z9",{"name":366,"url":367,"width":359,"height":359},"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_30.jpg.webp?itok=v49K2Fxw",{"name":369,"url":370,"width":359,"height":359},"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_30.jpg.webp?itok=DVqVHXTg",{"name":369,"url":370,"width":359,"height":359},{"name":369,"url":370,"width":359,"height":359},"2023_Romano_Roth_Zühlke.jpg","Romano Roth – Cybernetic Enterprise Future (EN)",{"__typename":248,"id":376,"ctaLink":204,"pgSharedText":377,"pgSharedTitle":379,"pgSharedCtaLink":204},"31250",{"value":378,"processed":378,"format":252},"\u003Cp>\u003Cspan lang=\"EN-GB\">The Cybernetic Enterprise is more than just a buzzword. It’s a call for a more mature way of doing things – for moving beyond short-term sprints and toward a sustainable, resilient, adaptive model:\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan lang=\"EN-GB\">\u003Cstrong>The future is not AI-first.\u003C\u002Fstrong>\u003C\u002Fspan>\u003Cbr>\u003Cspan lang=\"EN-GB\">\u003Cstrong>It is human-led and AI-enabled.\u003C\u002Fstrong>\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Fexpertise\u002Fai-implementation\">\u003Cspan lang=\"EN-GB\">At Zühlke, we help businesses across industries take that step\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\">, from building intelligent platforms to cultivating the skills and culture needed for long-term success.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan lang=\"EN-GB\">If you're exploring \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Findustries\u002Findustrial-sector\u002Findustrial-ai\">\u003Cspan lang=\"EN-GB\">how to apply AI in your industrial environment\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan lang=\"EN-GB\">, redesign your operating model, or empower your teams for the future, I’d love to hear from you.\u003C\u002Fspan>\u003C\u002Fp>\u003Ch4>\u003Cspan lang=\"EN-GB\">Reach out to me directly. I'm happy to discuss your challenges.\u003C\u002Fspan>\u003C\u002Fh4>","Beyond the hype: building a human-centric future with AI in the industrial sector",{"__typename":381,"id":382,"title":204,"pgContactRefContacts":383,"showEmail":335,"showPhone":335},"ParagraphPgContact","31253",[384],{"contactName":385,"contactProfession":352,"contactDesc":386,"contactLinkedinUrl":388,"sharedEmail":391,"sharedPhone":392,"sharedRefMedia":393},"Romano Roth",{"value":387},"\u003Cp>His passion is helping companies bringing people, processes and technology together so that they can deliver continuously value to their customers. \u003C\u002Fp>\r\n",{"title":389,"url":390,"internal":335},"","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fromanoroth\u002F","romano.roth@zuehlke.com","+41 43 216 6651 ",{"id":394,"sharedMediaLegend":204,"mediaImage":395,"name":408},"4009",{"url":396,"width":397,"height":397,"alt":398,"title":204,"size":399,"mime":280,"variations":204,"personVariations":400},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fromano_roth_0.jpg",500,"Romano Roth, Thought Leader DevOps",67675,[401,403,404,406,407],{"name":366,"url":402,"width":397,"height":397},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002Fromano_roth_0.jpg.webp?itok=kxFcWKun",{"name":366,"url":402,"width":397,"height":397},{"name":369,"url":405,"width":397,"height":397},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_medium\u002Fpublic\u002Fimages\u002Fromano_roth_0.jpg.webp?itok=W7DsBT7R",{"name":369,"url":405,"width":397,"height":397},{"name":369,"url":405,"width":397,"height":397},"romano_roth_0.jpg",[410],{"id":411,"name":412},"10","Industrial sector",[414,417,420,423,426,429,432,435],{"id":415,"name":416},"110","AI",{"id":418,"name":419},"1048","Cybernetic Delivery",{"id":421,"name":422},"874","GenAI",{"id":424,"name":425},"126","DevOps",{"id":427,"name":428},"19","Digital strategy",{"id":430,"name":431},"887","Business transformation",{"id":433,"name":434},"888","Lean & Agile",{"id":436,"name":437},"892","Ecosystems",{"processed":439},"\u003Cp>AI is everywhere – but clarity, strategy, and real impact are often left by the wayside. We live in the era of what Romano Roth has dubbed ‘AI idiots’ – an era of flashy demos rather than genuine long-term value. But a smarter way forward is possible. Discover the Cybernetic Enterprise and the business value it offers for industrial organisations.\u003C\u002Fp>\n",{"timestamp":441},1751025600,[443],{"status":7,"contactName":385,"contactProfession":352,"contactLinkedinUrl":444,"sharedEmail":391,"sharedRefMedia":445},{"title":389,"url":390,"internal":335},{"id":394,"sharedMediaLegend":204,"mediaImage":446,"name":408},{"url":396,"width":397,"height":397,"alt":398,"title":204,"size":399,"mime":280,"variations":204,"authorVariations":447},[448,449,450,451,452],{"name":366,"url":402,"width":397,"height":397},{"name":366,"url":402,"width":397,"height":397},{"name":366,"url":402,"width":397,"height":397},{"name":366,"url":402,"width":397,"height":397},{"name":366,"url":402,"width":397,"height":397},[454,487,513,539],{"id":455,"path":456,"sharedTeaserTitle":457,"sharedTeaserRefMedia":458,"sharedTaxrefIndustries":477,"sharedTaxrefExpertises":481},"26577","\u002Fen\u002Finsights\u002Fzenai-solving-the-challenge-of-secure-scalable-enterprise-ai","ZenAI: Solving the challenge of secure, scalable enterprise AI",{"id":459,"sharedMediaLegend":204,"mediaImage":460,"name":476},"171958",{"url":461,"width":462,"height":463,"alt":464,"title":204,"size":465,"mime":280,"variations":204,"relatedContentVariations":466},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fblog_ZenAI.jpg",1024,768,"Stylised chatbot icon glowing with digital data, representing ZenAI as an enterprise AI solution.",270941,[467,469,470,474,475],{"name":225,"url":468,"width":227,"height":228},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002Fblog_ZenAI.jpg.webp?itok=-wJunfdU",{"name":225,"url":468,"width":227,"height":228},{"name":471,"url":472,"width":462,"height":473},"FOCAL_POINT32_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_medium\u002Fpublic\u002Fimages\u002Fblog_ZenAI.jpg.webp?itok=dCD9EB5A",683,{"name":471,"url":472,"width":462,"height":473},{"name":471,"url":472,"width":462,"height":473},"blog_ZenAI.jpg",[478],{"id":479,"name":480},"855","All industries",[482,483,484],{"id":415,"name":416},{"id":418,"name":419},{"id":485,"name":486},"1063","ZenAI",{"id":488,"path":489,"sharedTeaserTitle":490,"sharedTeaserRefMedia":491,"sharedTaxrefIndustries":509,"sharedTaxrefExpertises":511},"7862","\u002Fen\u002Finsights\u002Fresponsible-ai-framework-for-ethical-applications","Responsible AI: a framework for ethical solutions ",{"id":492,"sharedMediaLegend":204,"mediaImage":493,"name":508},"140398",{"url":494,"width":495,"height":496,"alt":497,"title":204,"size":498,"mime":280,"variations":204,"relatedContentVariations":499},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fengineer-examining-robotic-arm-in-office.jpg",1280,720,"Female engineer examining a robotic arm in an office",154453,[500,502,503,506,507],{"name":225,"url":501,"width":227,"height":228},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002Fengineer-examining-robotic-arm-in-office.jpg.webp?itok=RRMCRWpT",{"name":225,"url":501,"width":227,"height":228},{"name":471,"url":504,"width":505,"height":496},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_medium\u002Fpublic\u002Fimages\u002Fengineer-examining-robotic-arm-in-office.jpg.webp?itok=UeWo-A-E",1080,{"name":471,"url":504,"width":505,"height":496},{"name":471,"url":504,"width":505,"height":496},"engineer-examining-robotic-arm-in-office.jpg",[510],{"id":479,"name":480},[512],{"id":415,"name":416},{"id":514,"path":515,"sharedTeaserTitle":516,"sharedTeaserRefMedia":517,"sharedTaxrefIndustries":532,"sharedTaxrefExpertises":534},"25818","\u002Fen\u002Finsights\u002Ffrom-code-to-conversation-the-new-era-of-digital-interaction","Digital interaction: the role of LLMs in personalising experiences",{"id":518,"sharedMediaLegend":204,"mediaImage":519,"name":531},"169796",{"url":520,"width":276,"height":521,"alt":278,"title":204,"size":522,"mime":280,"variations":204,"relatedContentVariations":523},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fai-touch-screen_1.jpg",1617,333374,[524,526,527,529,530],{"name":225,"url":525,"width":227,"height":228},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002Fai-touch-screen_1.jpg.webp?itok=ftqe8Ug0",{"name":225,"url":525,"width":227,"height":228},{"name":471,"url":528,"width":233,"height":227},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_medium\u002Fpublic\u002Fimages\u002Fai-touch-screen_1.jpg.webp?itok=UGyvSLba",{"name":471,"url":528,"width":233,"height":227},{"name":471,"url":528,"width":233,"height":227},"ai-touch-screen.jpg",[533],{"id":479,"name":480},[535,536],{"id":415,"name":416},{"id":537,"name":538},"129","Experience 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",120084,[551,553,554,556,557],{"name":225,"url":552,"width":227,"height":228},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002Ffront-end_engineer_blog.jpg.webp?itok=TRqY4Ld3",{"name":225,"url":552,"width":227,"height":228},{"name":471,"url":555,"width":233,"height":227},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_medium\u002Fpublic\u002Fimages\u002Ffront-end_engineer_blog.jpg.webp?itok=DjHZPbTs",{"name":471,"url":555,"width":233,"height":227},{"name":471,"url":555,"width":233,"height":227},"front-end_engineer_blog.jpg",[560],{"id":561,"name":562},"854","Other industries",[564,565,568],{"id":415,"name":416},{"id":566,"name":567},"891","New technologies",{"id":569,"name":570},"21","Software engineering"]