[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"node-by-slug-\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-value-now-turn-ai-into-business-transformation-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":219,"pageExpertiseTerms":586,"headerParagraph":590},"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","Unlock value from AI now: Turning AI into business transformation",{"tag":10,"attributes":15},{"name":16,"content":17},"description","Learn how to get value from AI through integration that unlocks AI ROI, governance that earns trust, and foundations that enable scaling AI in enterprise.",{"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\u002Fexpertise\u002Fai-implementation\u002Fai-value-now-turn-ai-into-business-transformation",{"tag":10,"attributes":31},{"name":32,"content":33},"robots","index, follow",{"tag":26,"attributes":35},{"rel":36,"href":37},"shortlink","https:\u002F\u002Fcms.zuehlke.com\u002Fapi\u002Fgraphql",{"tag":26,"attributes":39},{"rel":40,"href":41},"image_src","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Fmax_1300x1300\u002Fpublic\u002Fimages\u002FAI_value_now_lp_2.png?itok=QeXfpiTC,https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fzuhlke_innovation_social.jpg",{"tag":10,"attributes":43},{"name":44,"content":45},"referrer","unsafe-url",{"tag":10,"attributes":47},{"name":48,"content":49},"rights","Copyright ©2026 | Zühlke Engineering AG | All rights reserved.",{"tag":10,"attributes":51},{"property":52,"content":53},"og:site_name","Zühlke Engineering AG",{"tag":10,"attributes":55},{"property":56,"content":57},"og:type","website",{"tag":10,"attributes":59},{"property":60,"content":61},"og:url","https:\u002F\u002Fwww.zuehlke.com\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-value-now-turn-ai-into-business-transformation",{"tag":10,"attributes":63},{"property":64,"content":65},"og:title","Unlock value from AI now: Turning AI into business transformation – 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\u002FAI_value_now_lp_2.png?itok=QeXfpiTC",{"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","2026-06-25",{"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 Great Eastern Street",{"tag":10,"attributes":108},{"property":109,"content":110},"og:locality","London",{"tag":10,"attributes":112},{"property":113,"content":114},"og:region","England",{"tag":10,"attributes":116},{"property":117,"content":118},"og:postal_code","EC2A 3JL",{"tag":10,"attributes":120},{"property":121,"content":122},"og:country_name","United Kingdom",{"tag":10,"attributes":124},{"property":125,"content":126},"og:email","london@zuhlke.com",{"tag":10,"attributes":128},{"property":129,"content":130},"og:phone_number","+44 20 7113 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","2026-02-25",{"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\u002FAI_value_now_lp_2.png?itok=QeXfpiTC,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","26955","\u002Fen\u002Fexpertise\u002Fai-implementation\u002Fai-value-now-turn-ai-into-business-transformation",false,[206,210],{"path":203,"langcode":207},{"id":208,"name":209},"en","English",{"path":211,"langcode":212},"\u002Fde\u002Fexpertise\u002Fai-implementation\u002Fki-unternehmenstransformation-wertschopfung",{"id":213,"name":214},"de","German",{"processed":216},"\u003Cp>Learn how to get value from AI through integration that unlocks AI ROI, governance that earns trust, and foundations that enable scaling AI in enterprise.\u003C\u002Fp>\n",{"id":218,"sharedMediaLegend":219,"mediaImage":220,"name":227},"173079",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\u002FAI_value_now_lp_2.png",2229,1777,"Woman in a green blouse speaking and gesturing during a meeting, with two colleagues listening in the background.",4800400,"image\u002Fpng","AI_value_now_lp_2.png",[229,239,246,335,339,365,389,410,430,452,472,560],{"__typename":230,"id":231,"caption":219,"imageRight":204,"pgSharedTitle":219,"pgSharedCtaLink":219,"textMedia":232,"pgSharedText":235},"ParagraphPgTextMedia","35439",{"id":233,"mediaOembedVideo":234},"173379","https:\u002F\u002Fyoutu.be\u002FepEsPvFZ4AE",{"value":236,"processed":237,"format":238},"\u003Cp>Over the past year, many leadership teams have done the right things: explored use cases, launched pilots, experimented with GenAI, agents, and automation. Yet impact often stalls at the exact moment it should scale.\u003C\u002Fp>\u003Cp>Boards and exec teams, that were open to experimentation and expecting AI to be revolutionary for their companies, are now asking the tough questions:\u003C\u002Fp>\u003Cul>\u003Cli data-list-item-id=\"ebd2cabd142f91205408681fbeecd9b68\">Where is the financial impact?\u003C\u002Fli>\u003Cli data-list-item-id=\"ebb535149bc04b75ffad3a633e3bdde9d\">Why does scaling feel slower than the pilots?\u003C\u002Fli>\u003Cli data-list-item-id=\"e0e2a8d955df3b45fb392bddd8e936deb\">Why do we gain productivity in pockets but not outcomes across the value chain?\u003C\u002Fli>\u003Cli data-list-item-id=\"e5698b15e76f9883dc6fd47215f5b9a59\">What are we exposing ourselves to in regulation, privacy, and reputational risk?\u003C\u002Fli>\u003C\u002Ful>","\u003Cp>Over the past year, many leadership teams have done the right things: explored use cases, launched pilots, experimented with GenAI, agents, and automation. Yet impact often stalls at the exact moment it should scale.\u003C\u002Fp>\u003Cp>Boards and exec teams, that were open to experimentation and expecting AI to be revolutionary for their companies, are now asking the tough questions:\u003C\u002Fp>\u003Cul>\u003Cli>Where is the financial impact?\u003C\u002Fli>\u003Cli>Why does scaling feel slower than the pilots?\u003C\u002Fli>\u003Cli>Why do we gain productivity in pockets but not outcomes across the value chain?\u003C\u002Fli>\u003Cli>What are we exposing ourselves to in regulation, privacy, and reputational risk?\u003C\u002Fli>\u003C\u002Ful>","full_html",{"__typename":240,"id":241,"ctaLink":219,"pgSharedText":242,"pgSharedTitle":245,"pgSharedCtaLink":219},"ParagraphPgText","34182",{"value":243,"processed":244,"format":238},"\u003Cp>In our work with companies across \u003Ca href=\"\u002Fnode\u002F84\" title=\"Explore all the industries we support\" data-entity-type=\"node\" data-entity-uuid=\"50bb5f0b-4be7-4b37-8603-59f5e438eb82\" data-entity-substitution=\"canonical\" target=\"_blank\">different industries\u003C\u002Fa>, the same pattern appears again and again:\u003C\u002Fp>\u003Cp>AI doesn’t fail in the experimentation stage, it fails in production: when it meets real processes, real data, real constraints, and real accountability. &nbsp;\u003C\u002Fp>\u003Cp>In regulated industries, this becomes even sharper: if you can’t govern it, you can’t scale it; if you can’t integrate it, you can’t monetise it.\u003C\u002Fp>\u003Cp>The focus now is turning AI activity into measurable outcomes. That starts with one question: '\u003Cstrong>How can we generate value from AI now?'\u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>This is the core of AI business transformation: shifting from pilots and pockets of productivity to measurable outcomes across the value chain and proving the AI ROI.\u003C\u002Fp>","\u003Cp>In our work with companies across \u003Ca href=\"\u002Fen\u002Findustries\" title=\"Explore all the industries we support\" data-entity-type=\"node\" data-entity-uuid=\"50bb5f0b-4be7-4b37-8603-59f5e438eb82\" data-entity-substitution=\"canonical\" target=\"_blank\">different industries\u003C\u002Fa>, the same pattern appears again and again:\u003C\u002Fp>\u003Cp>AI doesn’t fail in the experimentation stage, it fails in production: when it meets real processes, real data, real constraints, and real accountability. &nbsp;\u003C\u002Fp>\u003Cp>In regulated industries, this becomes even sharper: if you can’t govern it, you can’t scale it; if you can’t integrate it, you can’t monetise it.\u003C\u002Fp>\u003Cp>The focus now is turning AI activity into measurable outcomes. That starts with one question: '\u003Cstrong>How can we generate value from AI now?'\u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>This is the core of AI business transformation: shifting from pilots and pockets of productivity to measurable outcomes across the value chain and proving the AI ROI.\u003C\u002Fp>","The make-it-or-break-it point: Implementation at scale",{"__typename":247,"id":248,"columns":249,"listItems":250,"text":332,"title":333,"variant":334},"ParagraphPgContentList","34188","3col",[251,286,309],{"id":252,"icon":219,"link":253,"logo":219,"media":256,"text":282,"title":285},"34185",{"title":254,"url":255,"internal":7},"Dive deeper","#section-34391",{"id":257,"sharedMediaLegend":219,"mediaImage":258,"name":281},"173153",{"url":259,"width":260,"height":261,"alt":262,"title":219,"size":263,"mime":226,"variations":219,"listItemVariations":264},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fpillar_1_pillar_page.png",1280,720,"Three colleagues collaborating around a table in an office; a woman with curly hair smiles while listening to a seated colleague who is gesturing, while a third colleague looks on, with a laptop and drinks visible, conveying a positive team interaction.",1038100,[265,270,271,276,280],{"name":266,"url":267,"width":268,"height":269},"FOCAL_POINT31_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_1_small\u002Fpublic\u002Fimages\u002Fpillar_1_pillar_page.png.webp?itok=dx1XFriH",600,200,{"name":266,"url":267,"width":268,"height":269},{"name":272,"url":273,"width":274,"height":275},"FOCAL_POINT52_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_medium\u002Fpublic\u002Fimages\u002Fpillar_1_pillar_page.png.webp?itok=0YP8G_9D",1200,480,{"name":277,"url":278,"width":260,"height":279},"FOCAL_POINT52_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_large\u002Fpublic\u002Fimages\u002Fpillar_1_pillar_page.png.webp?itok=_9fPfaRY",512,{"name":277,"url":278,"width":260,"height":279},"pillar_1_pillar_page.png",{"value":283,"processed":283,"format":284},"\u003Cp>Whether it’s revenue growth, margin improvement, or risk reduction.\u003C\u002Fp>","content_list","1. Time saved isn’t turning into measurable impact",{"id":287,"icon":219,"link":288,"logo":219,"media":290,"text":306,"title":308},"34186",{"title":254,"url":289,"internal":7},"#section-34408",{"id":291,"sharedMediaLegend":219,"mediaImage":292,"name":305},"173108",{"url":293,"width":260,"height":261,"alt":294,"title":219,"size":295,"mime":226,"variations":219,"listItemVariations":296},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fai_trust_pillar_2_1.png","Profile silhouette of a person facing a glowing digital brain, representing human interaction with artificial intelligence.",1122721,[297,299,300,302,304],{"name":266,"url":298,"width":268,"height":269},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_1_small\u002Fpublic\u002Fimages\u002Fai_trust_pillar_2_1.png.webp?itok=1IxQuq9g",{"name":266,"url":298,"width":268,"height":269},{"name":272,"url":301,"width":274,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_medium\u002Fpublic\u002Fimages\u002Fai_trust_pillar_2_1.png.webp?itok=pwht3IhI",{"name":277,"url":303,"width":260,"height":279},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_large\u002Fpublic\u002Fimages\u002Fai_trust_pillar_2_1.png.webp?itok=MPGqLJl8",{"name":277,"url":303,"width":260,"height":279},"ai_trust_pillar_2_1.png",{"value":307,"processed":307,"format":284},"\u003Cp>Scaling slows when security, compliance, accountability, and regulatory requirements aren’t fully embedded.\u003C\u002Fp>","2. Trust becomes the constraint",{"id":310,"icon":219,"link":311,"logo":219,"media":313,"text":329,"title":331},"34187",{"title":254,"url":312,"internal":7},"#section-34423",{"id":314,"sharedMediaLegend":219,"mediaImage":315,"name":328},"173146",{"url":316,"width":260,"height":261,"alt":317,"title":219,"size":318,"mime":226,"variations":219,"listItemVariations":319},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fai_foundations_pillar_3_1_2.png","Close-up of a hand typing on a laptop, illuminated by screen light, representing hands-on development work.",971324,[320,322,323,325,327],{"name":266,"url":321,"width":268,"height":269},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_1_small\u002Fpublic\u002Fimages\u002Fai_foundations_pillar_3_1_2.png.webp?itok=04O8iROw",{"name":266,"url":321,"width":268,"height":269},{"name":272,"url":324,"width":274,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_medium\u002Fpublic\u002Fimages\u002Fai_foundations_pillar_3_1_2.png.webp?itok=SDDuk2va",{"name":277,"url":326,"width":260,"height":279},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_large\u002Fpublic\u002Fimages\u002Fai_foundations_pillar_3_1_2.png.webp?itok=clWsuAjb",{"name":277,"url":326,"width":260,"height":279},"ai_foundations_pillar_3_1.png",{"value":330,"processed":330,"format":284},"\u003Cp>PoCs work in isolation, then stall when pushed enterprise-wide.\u003C\u002Fp>","3. PoCs keep stalling when trying to go enterprise-wide","From our experience with organisations across industries, we learned that most AI programmes stall for one (or more) of three reasons.","The three obstacles that stop AI value from reaching the business","media",{"__typename":240,"id":336,"ctaLink":219,"pgSharedText":337,"pgSharedTitle":219,"pgSharedCtaLink":219},"34189",{"value":338,"processed":338,"format":238},"\u003Cp class=\"text-lead\">Taken together, these are three chapters of the same story. Value only shows up when all three are addressed, but one usually becomes the constraint first. \u003Cstrong>Let's explore each chapter in a bit more detail...\u003C\u002Fstrong>\u003C\u002Fp>",{"__typename":230,"id":340,"caption":219,"imageRight":204,"pgSharedTitle":285,"pgSharedCtaLink":341,"textMedia":344,"pgSharedText":363},"34391",{"title":342,"url":343,"internal":7},"Learn why AI time savings are not enough","\u002Fen\u002Finsights\u002Fwhy-ai-time-savings-dont-create-business-value",{"id":345,"sharedMediaLegend":219,"mediaImage":346,"name":362},"173154",{"url":347,"width":348,"height":349,"alt":350,"title":219,"size":351,"mime":226,"variations":219,"textMediaVariations":352},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fpillar_1_long.png",762,853,"Two colleagues in a modern office setting engaged in a friendly discussion; a woman with curly hair leans forward smiling while another woman gestures as she speaks, with a laptop on the table and a soft, blurred background.",682581,[353,356,357,358,361],{"name":354,"url":355,"width":348,"height":349},"FIXED_WIDTH_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002Fpillar_1_long.png.webp?itok=cUUv4ajC",{"name":354,"url":355,"width":348,"height":349},{"name":354,"url":355,"width":348,"height":349},{"name":359,"url":360,"width":348,"height":349},"FIXED_WIDTH_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002Fpillar_1_long.png.webp?itok=s6HuVWh-",{"name":359,"url":360,"width":348,"height":349},"pillar_1_long.png",{"value":364,"processed":364,"format":238},"\u003Cp>In these cases, organisations have often seen some local wins: faster drafting, quicker analysis, automated routing, reduced handling time. But the big question remains: where is the financial impact?\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.gartner.com\u002Fen\" target=\"_blank\" title=\"Visit the Gartner website\">Gartner\u003C\u002Fa> reports that 74% of CFOs are already seeing time savings from GenAI, but only 5% report cost reductions and 6% see revenue or profit uplift (2025, Gartner CFO Leadership Series). The message is clear: GenAI boosts task productivity quickly, but turning that freed capacity into measurable financial impact takes longer — it requires workflow redesign, deliberate redeployment of effort, and an operating model that can convert productivity into outcomes.\u003C\u002Fp>",{"__typename":247,"id":366,"columns":367,"listItems":368,"text":219,"title":219,"variant":388},"34394","2col",[369,379],{"id":370,"icon":371,"link":219,"logo":219,"media":219,"text":375,"title":378},"34392",{"id":372,"file":373},"170294",{"url":374},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002F2024-07\u002Fdouble-arrow-right-icon.svg",{"value":376,"processed":377,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"e19ba56b093cb263ee8ddea7b18033ec5\">AI sits beside work instead of inside it, working as a tool instead of a workflow\u003C\u002Fli>\u003Cli data-list-item-id=\"e8c14ffcec380badf5b54dc1b7ec89173\">Teams can’t attribute outcomes to AI because measurement is weak or inconsistent\u003C\u002Fli>\u003Cli data-list-item-id=\"ed5f3d3c55fe178f3ee1fc4e3e67698a1\">There are real time savings, but they translate into more work rather than lower costs or greater impact\u003C\u002Fli>\u003Cli data-list-item-id=\"ebd59575c87abc07833b493684dc8157f\">Complexity rises, with automation introducing new handoffs, approvals, and exceptions\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>AI sits beside work instead of inside it, working as a tool instead of a workflow\u003C\u002Fli>\u003Cli>Teams can’t attribute outcomes to AI because measurement is weak or inconsistent\u003C\u002Fli>\u003Cli>There are real time savings, but they translate into more work rather than lower costs or greater impact\u003C\u002Fli>\u003Cli>Complexity rises, with automation introducing new handoffs, approvals, and exceptions\u003C\u002Fli>\u003C\u002Ful>","What it looks like when integration is missing",{"id":380,"icon":381,"link":383,"logo":219,"media":219,"text":384,"title":387},"34393",{"id":372,"file":382},{"url":374},{"title":342,"url":343,"internal":7},{"value":385,"processed":386,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"e23c1afb38971e84489bfd8dfaceb6e9c\">Clear, outcome-based measures, such as margin, conversion, loss ratio, or time-to-decision\u003C\u002Fli>\u003Cli data-list-item-id=\"e5c98a0b39d98e4d9c56670ce4d622c03\">AI is embedded into the critical path of work\u003C\u002Fli>\u003Cli data-list-item-id=\"eb6bd6e0c9c9cbc068a9c97b0ecc9b522\">Explicit decisions on where and why GenAI, agentic AI, or classical ML — or combinations of these — are appropriate\u003C\u002Fli>\u003Cli data-list-item-id=\"ebc5e393e17a706fab1e14f21b643c57e\">A portfolio view that includes fewer initiatives, each of them tied to specific, measurable outcomes — including explicit targets for AI business transformation ROI\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>Clear, outcome-based measures, such as margin, conversion, loss ratio, or time-to-decision\u003C\u002Fli>\u003Cli>AI is embedded into the critical path of work\u003C\u002Fli>\u003Cli>Explicit decisions on where and why GenAI, agentic AI, or classical ML — or combinations of these — are appropriate\u003C\u002Fli>\u003Cli>A portfolio view that includes fewer initiatives, each of them tied to specific, measurable outcomes — including explicit targets for AI business transformation ROI\u003C\u002Fli>\u003C\u002Ful>","What it looks like when AI is integrated in workflows","icon",{"__typename":230,"id":390,"caption":219,"imageRight":7,"pgSharedTitle":308,"pgSharedCtaLink":391,"textMedia":394,"pgSharedText":408},"34408",{"title":392,"url":393,"internal":7},"Discover why trust is the real AI differentiator","\u002Fen\u002Finsights\u002Fscaling-ai-initiatives-why-trust-determines-enterprise-success",{"id":395,"sharedMediaLegend":219,"mediaImage":396,"name":407},"173113",{"url":397,"width":348,"height":349,"alt":294,"title":219,"size":398,"mime":226,"variations":219,"textMediaVariations":399},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fai_trust_2.png",799237,[400,402,403,404,406],{"name":354,"url":401,"width":348,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002Fai_trust_2.png.webp?itok=bOmQ_Cxp",{"name":354,"url":401,"width":348,"height":349},{"name":354,"url":401,"width":348,"height":349},{"name":359,"url":405,"width":348,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002Fai_trust_2.png.webp?itok=qGj4EU7_",{"name":359,"url":405,"width":348,"height":349},"ai_trust_2.png",{"value":409,"processed":409,"format":238},"\u003Cp>In regulated industries, value without trust is, at best, fragile; and, at worst, completely unusable.\u003C\u002Fp>\u003Cp>Public expectations are moving in the same direction as regulators: more transparency, more control, and clearer accountability. The \u003Ca href=\"https:\u002F\u002Fdigital-strategy.ec.europa.eu\u002Fen\u002Fnews\u002Fcommission-survey-shows-most-europeans-support-use-artificial-intelligence-workplace\" target=\"_blank\">European Commission survey on AI at work\u003C\u002Fa> found 84% of Europeans believe AI requires careful management to protect privacy and ensure transparency. &nbsp;\u003C\u002Fp>\u003Cp>And regulation is no longer abstract: under the \u003Ca href=\"https:\u002F\u002Fai-act-service-desk.ec.europa.eu\u002Fen\u002Fai-act\u002Farticle-99\" target=\"_blank\">EU AI Act\u003C\u002Fa>, non-compliance with prohibited AI practices can be subject to fines of up to €35m or 7% of global annual turnover (whichever is higher).\u003C\u002Fp>",{"__typename":247,"id":411,"columns":367,"listItems":412,"text":219,"title":219,"variant":388},"34422",[413,421],{"id":414,"icon":415,"link":219,"logo":219,"media":219,"text":417,"title":420},"34420",{"id":372,"file":416},{"url":374},{"value":418,"processed":419,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"efb62789eac0f663b34edf05c9c951824\">Solutions appear to be scalable, but they are missing enterprise-wide governance\u003C\u002Fli>\u003Cli data-list-item-id=\"ecec03636c04299819b118cae74a68a35\">Security and legal teams become the bottleneck because controls aren’t clear\u003C\u002Fli>\u003Cli data-list-item-id=\"e7cc40cea7395615d3add63799de0a006\">Procurement is focusing on what the product can do, instead of how safe it is\u003C\u002Fli>\u003Cli data-list-item-id=\"e91c1d9353406973b1250e3acb282c77f\">Employees avoid tools (or use them unofficially) because guidance is vague\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>Solutions appear to be scalable, but they are missing enterprise-wide governance\u003C\u002Fli>\u003Cli>Security and legal teams become the bottleneck because controls aren’t clear\u003C\u002Fli>\u003Cli>Procurement is focusing on what the product can do, instead of how safe it is\u003C\u002Fli>\u003Cli>Employees avoid tools (or use them unofficially) because guidance is vague\u003C\u002Fli>\u003C\u002Ful>","What it looks like when trust is the constraint",{"id":422,"icon":423,"link":425,"logo":219,"media":219,"text":426,"title":429},"34421",{"id":372,"file":424},{"url":374},{"title":392,"url":393,"internal":7},{"value":427,"processed":428,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"e1edcd991ac349546662c8fa329184690\">Governance is designed to enable speed without sacrificing control, through clear decision rights, simpler, well-defined approval processes, and continuous monitoring.\u003C\u002Fli>\u003Cli data-list-item-id=\"e05b6174d549117083d111096edbca794\">Risk management is aligned to recognised frameworks (for example, NIST’s AI Risk Management framework)\u003C\u002Fli>\u003Cli data-list-item-id=\"ef28a6be9783825df4791dfc7976d5898\">Trust is built into the system, with transparency, audit trails, explainability where it matters, and controls that match the use case risk, supported by an AI governance framework\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>Governance is designed to enable speed without sacrificing control, through clear decision rights, simpler, well-defined approval processes, and continuous monitoring.\u003C\u002Fli>\u003Cli>Risk management is aligned to recognised frameworks (for example, NIST’s AI Risk Management framework)\u003C\u002Fli>\u003Cli>Trust is built into the system, with transparency, audit trails, explainability where it matters, and controls that match the use case risk, supported by an AI governance framework\u003C\u002Fli>\u003C\u002Ful>","What it looks like when trust is a priority",{"__typename":230,"id":431,"caption":219,"imageRight":204,"pgSharedTitle":331,"pgSharedCtaLink":432,"textMedia":435,"pgSharedText":450},"34423",{"title":433,"url":434,"internal":7},"Discover how to scale AI effectively","\u002Fen\u002Finsights\u002Fscaling-ai-from-proof-of-concept-to-production",{"id":436,"sharedMediaLegend":219,"mediaImage":437,"name":449},"173085",{"url":438,"width":348,"height":349,"alt":439,"title":219,"size":440,"mime":226,"variations":219,"textMediaVariations":441},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Flp_pillar_3_long.png","Close-up of a hand typing on a laptop keyboard, with a glowing screen in a low-light setting.",618913,[442,444,445,446,448],{"name":354,"url":443,"width":348,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002Flp_pillar_3_long.png.webp?itok=MLo9Y8rY",{"name":354,"url":443,"width":348,"height":349},{"name":354,"url":443,"width":348,"height":349},{"name":359,"url":447,"width":348,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002Flp_pillar_3_long.png.webp?itok=4qlHea3S",{"name":359,"url":447,"width":348,"height":349},"lp_pillar_3_long.png",{"value":451,"processed":451,"format":238},"\u003Cp>Many organisations have enough experimentation to prove possibility, but not enough foundation to prove reliability.\u003C\u002Fp>\u003Cp>That’s why organisations often see 'pilot purgatory': promising demos, followed by production setbacks, security constraints, or data quality issues that block implementation. &nbsp;\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Finvestor.lenovo.com\u002Fen\u002Fglobal\u002FLenovo_CIO_Playbook_2025.pdf\" target=\"_blank\">IDC research\u003C\u002Fa> found that 88% of observed AI POCs did not reach widescale deployment. In other words: the hard part is rarely ideation, but implementation.\u003C\u002Fp>",{"__typename":247,"id":453,"columns":367,"listItems":454,"text":219,"title":219,"variant":388},"34411",[455,463],{"id":456,"icon":457,"link":219,"logo":219,"media":219,"text":459,"title":462},"34409",{"id":372,"file":458},{"url":374},{"value":460,"processed":461,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"e939870560bf16e233074dff987fc56a7\">Models behave unpredictably once exposed to live data and edge cases\u003C\u002Fli>\u003Cli data-list-item-id=\"ed3c75501c8b80e33abec5955ecb8efea\">Teams can’t move fast because environments, tooling, and governance are inconsistent\u003C\u002Fli>\u003Cli data-list-item-id=\"ea662f07b3c1496e03303d62997b764db\">Security and risk teams say 'no' by default because there’s no safe operating baseline\u003C\u002Fli>\u003Cli data-list-item-id=\"e2e20db17b88cefb145406ab5a120bc16\">Platforms aren’t set up for AI-native delivery (observability, monitoring, evaluation, control, and continuous model adjustment)\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>Models behave unpredictably once exposed to live data and edge cases\u003C\u002Fli>\u003Cli>Teams can’t move fast because environments, tooling, and governance are inconsistent\u003C\u002Fli>\u003Cli>Security and risk teams say 'no' by default because there’s no safe operating baseline\u003C\u002Fli>\u003Cli>Platforms aren’t set up for AI-native delivery (observability, monitoring, evaluation, control, and continuous model adjustment)\u003C\u002Fli>\u003C\u002Ful>","What it looks like when fundamentals are the blocker",{"id":464,"icon":465,"link":467,"logo":219,"media":219,"text":468,"title":471},"34410",{"id":372,"file":466},{"url":374},{"title":433,"url":434,"internal":7},{"value":469,"processed":470,"format":284},"\u003Cul>\u003Cli data-list-item-id=\"e9d8dd27c786e79ed5a9b4f28d5d0df93\">A dependable data foundation that includes quality, access controls, lineage, and sovereignty where needed\u003C\u002Fli>\u003Cli data-list-item-id=\"e5a14cbcd860b035b5a5100fc3c1464d6\">A production path that treats AI as a product that can be tested, monitored, and continuously improved\u003C\u002Fli>\u003Cli data-list-item-id=\"e3345487c5b9a4785dfb197d0e312a7bd\">Clear platform patterns for scale instead of one-off project architecture every time\u003C\u002Fli>\u003Cli data-list-item-id=\"e389531d1496ba34a9d42e0fdad858e92\">Organisational readiness, where skills, ownership, and operating rhythm are aligned to AI delivery\u003C\u002Fli>\u003C\u002Ful>","\u003Cul>\u003Cli>A dependable data foundation that includes quality, access controls, lineage, and sovereignty where needed\u003C\u002Fli>\u003Cli>A production path that treats AI as a product that can be tested, monitored, and continuously improved\u003C\u002Fli>\u003Cli>Clear platform patterns for scale instead of one-off project architecture every time\u003C\u002Fli>\u003Cli>Organisational readiness, where skills, ownership, and operating rhythm are aligned to AI delivery\u003C\u002Fli>\u003C\u002Ful>","What it looks like when the fundamentals are in place",{"__typename":473,"id":474,"carouselItems":475,"title":559},"ParagraphPgContentCarousel","34825",[476,505,532],{"id":477,"eyebrow":478,"lead":479,"pgCtaLink":480,"primaryImage":482,"title":504},"34822","Obstacle 1","Discover why AI time savings often fail to deliver real AI business value, and how enterprises can bridge the productivity gap to achieve measurable ROI, margin, and revenue impact.",{"title":481,"url":343,"internal":7},"Read related blogpost",{"id":345,"sharedMediaLegend":219,"mediaImage":483,"name":362},{"url":347,"width":348,"height":349,"alt":350,"title":219,"size":351,"mime":226,"variations":219,"firstItemVariations":484,"restItemVariations":496},[485,489,490,494,495],{"name":486,"url":487,"width":348,"height":488},"FOCAL_POINT43_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_small\u002Fpublic\u002Fimages\u002Fpillar_1_long.png.webp?itok=FwfF25UR",572,{"name":486,"url":487,"width":348,"height":488},{"name":491,"url":492,"width":493,"height":349},"FOCAL_POINT34_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_4_medium\u002Fpublic\u002Fimages\u002Fpillar_1_long.png.webp?itok=GQvNDYhK",640,{"name":491,"url":492,"width":493,"height":349},{"name":491,"url":492,"width":493,"height":349},[497,498,499,502,503],{"name":486,"url":487,"width":348,"height":488},{"name":486,"url":487,"width":348,"height":488},{"name":500,"url":501,"width":348,"height":488},"FOCAL_POINT43_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_medium\u002Fpublic\u002Fimages\u002Fpillar_1_long.png.webp?itok=zpWhRewI",{"name":500,"url":501,"width":348,"height":488},{"name":500,"url":501,"width":348,"height":488},"If time saved isn’t turning into measurable impact",{"id":506,"eyebrow":507,"lead":508,"pgCtaLink":509,"primaryImage":510,"title":531},"34823","Obstacle 2","Discover why trust now matters more than features in deciding which AI initiatives will actually scale, learn the cost-of-proof framework, and find out how to build a smarter AI scaling roadmap for your enterprise.\r\n",{"title":481,"url":393,"internal":7},{"id":511,"sharedMediaLegend":219,"mediaImage":512,"name":530},"173148",{"url":513,"width":493,"height":349,"alt":294,"title":219,"size":514,"mime":226,"variations":219,"firstItemVariations":515,"restItemVariations":523},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fcarousel_pillar_2.png",681585,[516,518,519,521,522],{"name":486,"url":517,"width":493,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_small\u002Fpublic\u002Fimages\u002Fcarousel_pillar_2.png.webp?itok=i-Vcdr5u",{"name":486,"url":517,"width":493,"height":275},{"name":491,"url":520,"width":493,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_4_medium\u002Fpublic\u002Fimages\u002Fcarousel_pillar_2.png.webp?itok=jJQp-mz3",{"name":491,"url":520,"width":493,"height":349},{"name":491,"url":520,"width":493,"height":349},[524,525,526,528,529],{"name":486,"url":517,"width":493,"height":275},{"name":486,"url":517,"width":493,"height":275},{"name":500,"url":527,"width":493,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_medium\u002Fpublic\u002Fimages\u002Fcarousel_pillar_2.png.webp?itok=uwugdAnY",{"name":500,"url":527,"width":493,"height":275},{"name":500,"url":527,"width":493,"height":275},"carousel_pillar_2.png","If trust has become the constraint for your organisation",{"id":533,"eyebrow":534,"lead":535,"pgCtaLink":536,"primaryImage":537,"title":558},"34824","Obstacle 3","Learn how to scale AI from proof-of-concept to production by overcoming data, platform, and security challenges to achieve reliable enterprise AI deployment.",{"title":481,"url":434,"internal":7},{"id":538,"sharedMediaLegend":219,"mediaImage":539,"name":557},"173149",{"url":540,"width":493,"height":349,"alt":317,"title":219,"size":541,"mime":226,"variations":219,"firstItemVariations":542,"restItemVariations":550},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fcarousel_pillar_3.png",471374,[543,545,546,548,549],{"name":486,"url":544,"width":493,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_small\u002Fpublic\u002Fimages\u002Fcarousel_pillar_3.png.webp?itok=5tIpWRa2",{"name":486,"url":544,"width":493,"height":275},{"name":491,"url":547,"width":493,"height":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_4_medium\u002Fpublic\u002Fimages\u002Fcarousel_pillar_3.png.webp?itok=FMhj8QsZ",{"name":491,"url":547,"width":493,"height":349},{"name":491,"url":547,"width":493,"height":349},[551,552,553,555,556],{"name":486,"url":544,"width":493,"height":275},{"name":486,"url":544,"width":493,"height":275},{"name":500,"url":554,"width":493,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_4_3_medium\u002Fpublic\u002Fimages\u002Fcarousel_pillar_3.png.webp?itok=kLy7qTKX",{"name":500,"url":554,"width":493,"height":275},{"name":500,"url":554,"width":493,"height":275},"carousel_pillar_3.png","If your PoCs keep stalling when trying to go enterprise-wide","Where to start your AI business transformation",{"__typename":561,"id":562,"title":563,"lead":219,"tabs":564},"ParagraphTab","34843","Frequently Asked Questions (FAQs)",[565,572,579],{"infoText":566,"pgSharedParagraphs":567},"How is AI transforming business?",[568],{"id":569,"ctaLink":219,"pgSharedText":570,"pgSharedTitle":566,"pgSharedCtaLink":219},"34837",{"value":571,"processed":571,"format":238},"\u003Cp>AI is transforming business by automating and augmenting work end-to-end — not just individual tasks — and by improving decision-making, speed, and control. The organisations that see impact treat this as AI-driven business transformation, redesigning workflows so time saved converts into outcomes.\u003C\u002Fp>",{"infoText":573,"pgSharedParagraphs":574},"How to adopt AI in business?",[575],{"id":576,"ctaLink":219,"pgSharedText":577,"pgSharedTitle":573,"pgSharedCtaLink":219},"34839",{"value":578,"processed":578,"format":238},"\u003Cp>Start with a small set of high-value processes, define outcome measures, and put governance and technical foundations in place early. This avoids 'pilot purgatory' and builds a repeatable path for adopting AI in business at scale.\u003C\u002Fp>",{"infoText":580,"pgSharedParagraphs":581},"How does AI improve operational efficiency?",[582],{"id":583,"ctaLink":219,"pgSharedText":584,"pgSharedTitle":580,"pgSharedCtaLink":219},"34841",{"value":585,"processed":585,"format":238},"\u003Cp>AI improves operational efficiency when it supports business process automation with AI (for routing, triage, decision support, and exception handling) and when the operating model redeploys freed capacity towards higher-value work.\u003C\u002Fp>",[587],{"id":588,"name":589},"110","AI",{"__typename":591,"id":592,"headerTitleShift":593,"lead":594,"primaryImage":595,"secondaryImage":616,"link":219},"ParagraphPgHeaderShift","34180","Generate measurable value from AI now: how to turn AI into business transformation","For years, AI sat largely with technical teams, being considered promising, powerful, and often confined to specialist use cases. The recent boom in generative AI changed that. It pulled AI into the boardroom, raised expectations fast, and triggered a surge of investment across large organisations; especially in regulated industries, where the stakes are higher and the path to scale is harder.",{"id":596,"sharedMediaLegend":219,"mediaImage":597,"name":615},"173078",{"url":598,"width":599,"height":600,"alt":601,"title":219,"size":602,"mime":226,"variations":219,"primaryVariations":603},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FAI_value_now_lp_1.png",2667,898,"Abstract flowing wave of glowing blue and purple dots and lines, suggesting business transformation in the AI world.",3534565,[604,608,609,611,614],{"name":605,"url":606,"width":607,"height":607},"FOCAL_POINT11_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_1_small\u002Fpublic\u002Fimages\u002FAI_value_now_lp_1.png.webp?itok=efY3BzNt",800,{"name":605,"url":606,"width":607,"height":607},{"name":272,"url":610,"width":274,"height":275},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_medium\u002Fpublic\u002Fimages\u002FAI_value_now_lp_1.png.webp?itok=l9f3WLfo",{"name":277,"url":612,"width":613,"height":493},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_2_large\u002Fpublic\u002Fimages\u002FAI_value_now_lp_1.png.webp?itok=0uhH12uU",1600,{"name":277,"url":612,"width":613,"height":493},"AI_value_now_lp_1.png",{"id":218,"sharedMediaLegend":219,"mediaImage":617,"name":227},{"url":221,"width":222,"height":223,"alt":224,"title":219,"size":225,"mime":226,"variations":219,"secondaryVariations":618},[619,624,625,629,632],{"name":620,"url":621,"width":622,"height":623},"FOCAL_POINT12_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_1_2_small\u002Fpublic\u002Fimages\u002FAI_value_now_lp_2.png.webp?itok=znNNeZEv",450,900,{"name":620,"url":621,"width":622,"height":623},{"name":626,"url":627,"width":274,"height":628},"FOCAL_POINT169_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_medium\u002Fpublic\u002Fimages\u002FAI_value_now_lp_2.png.webp?itok=8egA0PZG",675,{"name":630,"url":631,"width":613,"height":623},"FOCAL_POINT169_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_large\u002Fpublic\u002Fimages\u002FAI_value_now_lp_2.png.webp?itok=yKow-pLZ",{"name":630,"url":631,"width":613,"height":623}]