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arms meticulously assemble circuit boards in a clean, high-tech factory setting, embodying automation and precision.",{"url":221,"width":222,"height":223,"alt":224,"title":208,"size":225,"mime":226,"variations":208,"headerMinimalVariations":227},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FAdobeStock_1650877047.jpeg",2912,1632,"Robotic arms in a factory",750727,"image\u002Fjpeg",[228,233,234,239,244],{"name":229,"url":230,"width":231,"height":232},"FOCAL_POINT32_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002FAdobeStock_1650877047.jpeg.webp?itok=buHQhm6J",800,533,{"name":229,"url":230,"width":231,"height":232},{"name":235,"url":236,"width":237,"height":238},"FOCAL_POINT169_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_medium\u002Fpublic\u002Fimages\u002FAdobeStock_1650877047.jpeg.webp?itok=4JtEpl_P",1200,675,{"name":240,"url":241,"width":242,"height":243},"FOCAL_POINT169_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_16_9_large\u002Fpublic\u002Fimages\u002FAdobeStock_1650877047.jpeg.webp?itok=VmipVIFB",1600,900,{"name":240,"url":241,"width":242,"height":243},"AdobeStock_1650877047.jpeg",{"processed":247},"\u003Cp>Die Industrie steht vor neuen Herausforderungen, und der Bedarf an Schnelligkeit, Flexibilität und Effizienz steigt. Wie kann Physical AI Ihnen helfen, sich vom Wettbewerb abzuheben?\u003C\u002Fp>",{"id":218,"sharedMediaLegend":219,"mediaImage":249,"name":245},{"url":221,"width":222,"height":223,"alt":224,"title":208,"size":225,"mime":226,"variations":208},[251,258,292,326,367,395,424,451,456,482,487],{"__typename":252,"id":253,"ctaLink":208,"pgSharedText":254,"pgSharedTitle":208,"pgSharedCtaLink":208},"ParagraphPgText","33665",{"value":255,"processed":256,"format":257},"\u003Cp>Klassische Automatisierung reicht für die steigenden Anforderungen an industrielle Systeme nicht mehr aus. Die Lösung? \u003Ca href=\"\u002Fnode\u002F27205\" data-entity-type=\"node\" data-entity-uuid=\"9a8444f0-4071-46ad-be0c-2833dfa8b63b\" data-entity-substitution=\"canonical\" target=\"_blank\">Physical AI\u003C\u002Fa>: Intelligente Systeme, die nicht nur Daten analysieren, sondern aktiv in der physischen Welt handeln.\u003C\u002Fp>\u003Cp>Physical AI kombiniert Sensorik, Edge-KI und autonome Aktoren zu intelligenten Systemen, die in Echtzeit Entscheidungen treffen und physisch handeln. Das Resultat: Anlagen, die mitdenken und Prozesse, die sich adaptiv an neue Anforderungen anpassen.\u003C\u002Fp>\u003Cp>Damit wird Physical AI zu einer zentralen Technologie für kommende industrielle Anwendungen. Durch das Zusammenspiel von Sensorik, KI und Robotik können Maschinen ihre Umgebung besser erfassen, eigenständig Entscheidungen ableiten und bestimmte Aufgaben autonom ausführen. Das führt zu mehr Flexibilität, höherer Qualität und eröffnet neue Möglichkeiten für Geschäftsmodelle.\u003C\u002Fp>","\u003Cp>Klassische Automatisierung reicht für die steigenden Anforderungen an industrielle Systeme nicht mehr aus. Die Lösung? \u003Ca href=\"\u002Fde\u002Fexpertise\u002Fautonomous-systems\" data-entity-type=\"node\" data-entity-uuid=\"9a8444f0-4071-46ad-be0c-2833dfa8b63b\" data-entity-substitution=\"canonical\" target=\"_blank\" title=\"Physical AI: von Prototypen zum messbaren Mehrwert\">Physical AI\u003C\u002Fa>: Intelligente Systeme, die nicht nur Daten analysieren, sondern aktiv in der physischen Welt handeln.\u003C\u002Fp>\u003Cp>Physical AI kombiniert Sensorik, Edge-KI und autonome Aktoren zu intelligenten Systemen, die in Echtzeit Entscheidungen treffen und physisch handeln. Das Resultat: Anlagen, die mitdenken und Prozesse, die sich adaptiv an neue Anforderungen anpassen.\u003C\u002Fp>\u003Cp>Damit wird Physical AI zu einer zentralen Technologie für kommende industrielle Anwendungen. Durch das Zusammenspiel von Sensorik, KI und Robotik können Maschinen ihre Umgebung besser erfassen, eigenständig Entscheidungen ableiten und bestimmte Aufgaben autonom ausführen. Das führt zu mehr Flexibilität, höherer Qualität und eröffnet neue Möglichkeiten für Geschäftsmodelle.\u003C\u002Fp>","full_html",{"__typename":259,"id":260,"caption":208,"captionSecondary":208,"pgSharedTitle":208,"pgMediaRefMedia":261,"secondaryImage":208,"edgeToEdge":291,"fullWidth":291},"ParagraphPgMedia","33699",{"id":262,"sharedMediaLegend":208,"mediaImage":263,"name":290},"172658",{"url":264,"width":265,"height":266,"alt":267,"title":208,"size":268,"mime":226,"variations":208,"mediaVariations":269,"infographVariations":284},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002FAdobeStock_1553004861%20-%20small_1.jpeg",7680,3048,"Human and robot hands touching a digital sphere",1518685,[270,274,275,279,283],{"name":271,"url":272,"width":243,"height":273},"FIXED_WIDTH_SMALL","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_small\u002Fpublic\u002Fimages\u002FAdobeStock_1553004861%20-%20small_1.jpeg.webp?itok=KpLkEGtc",357,{"name":271,"url":272,"width":243,"height":273},{"name":276,"url":277,"width":237,"height":278},"FIXED_WIDTH_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_medium\u002Fpublic\u002Fimages\u002FAdobeStock_1553004861%20-%20small_1.jpeg.webp?itok=8DuEn3ec",476,{"name":280,"url":281,"width":242,"height":282},"FIXED_WIDTH_LARGE","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffixed_width_large\u002Fpublic\u002Fimages\u002FAdobeStock_1553004861%20-%20small_1.jpeg.webp?itok=TyztUd4c",635,{"name":280,"url":281,"width":242,"height":282},[285,286,287,288,289],{"name":271,"url":272,"width":243,"height":273},{"name":271,"url":272,"width":243,"height":273},{"name":271,"url":272,"width":243,"height":273},{"name":276,"url":277,"width":237,"height":278},{"name":276,"url":277,"width":237,"height":278},"AdobeStock_1553004861 - small.jpeg",false,{"__typename":293,"id":294,"columns":295,"listItems":296,"text":323,"title":324,"variant":325},"ParagraphPgContentList","33706","1col",[297,303,308,313,318],{"id":298,"icon":208,"link":208,"logo":208,"media":208,"text":299,"title":302},"33701",{"value":300,"processed":300,"format":301},"\u003Cp>Systeme, die sich selbst konfigurieren und anpassen, reduzieren Stillstände und Umrüstzeiten drastisch.\u003C\u002Fp>","content_list","Time-to-Value verkürzen",{"id":304,"icon":208,"link":208,"logo":208,"media":208,"text":305,"title":307},"33702",{"value":306,"processed":306,"format":301},"\u003Cp>Intelligente Sensorik erkennt Fehler und Abweichungen sofort, bevor Ausschuss entsteht.\u003C\u002Fp>","Qualität steigern",{"id":309,"icon":208,"link":208,"logo":208,"media":208,"text":310,"title":312},"33703",{"value":311,"processed":311,"format":301},"\u003Cp>Autonome Systeme übernehmen gefährliche Aufgaben in kritischen Umgebungen.\u003C\u002Fp>","Sicherheit erhöhen",{"id":314,"icon":208,"link":208,"logo":208,"media":208,"text":315,"title":317},"33704",{"value":316,"processed":316,"format":301},"\u003Cp>Produktionslinien passen sich selbstständig und dynamisch an neue Anforderungen an – ohne lange Stillstandzeiten.\u003C\u002Fp>","Produktivität steigern",{"id":319,"icon":208,"link":208,"logo":208,"media":208,"text":320,"title":322},"33705",{"value":321,"processed":321,"format":301},"\u003Cp>Ob Fertigung, Logistik oder Healthcare – Physical AI ermöglicht schnelle Anpassungen an Marktveränderungen.\u003C\u002Fp>","Flexibilität gewinnen","Physical AI verändert, wie industrielle Systeme entwickelt, betrieben und optimiert werden. Für Führungskräfte ist jetzt ein guter Zeitpunkt, sich mit Physical AI auseinanderzusetzen. Wer die aktuellen Entwicklungen früh einordnet und für das eigene Unternehmen prüft, verschafft sich einen klaren Zeit- und Wettbewerbsvorteil:","Warum jetzt? Was Führungskräfte wissen müssen","icon",{"__typename":293,"id":327,"columns":328,"listItems":329,"text":208,"title":366,"variant":325},"33681","3col",[330,344,353],{"id":331,"icon":332,"link":208,"logo":208,"media":208,"text":341,"title":343},"33678",{"id":333,"sharedMediaLegend":208,"mediaImage":334,"name":340},"4385",{"url":335,"width":336,"height":336,"alt":337,"title":208,"size":338,"mime":339,"variations":208},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fevicon03_2.png",400,"evicon3",23038,"image\u002Fpng","evicon03_2.png",{"value":342,"processed":342,"format":301},"\u003Cp>Roboter konfigurieren Prozesse selbstständig und reduzieren Umrüstzeiten – ohne manuelles Re-Engineering.\u003C\u002Fp>","Flexible Fertigung",{"id":345,"icon":346,"link":208,"logo":208,"media":208,"text":350,"title":352},"33679",{"id":347,"file":348},"170344",{"url":349},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002F2024-08\u002Ftruck-icon-purple.svg",{"value":351,"processed":351,"format":301},"\u003Cp>Mobile Systeme optimieren Materialflüsse, reagieren dynamisch auf Engpässe und reduzieren Durchlaufzeiten.\u003C\u002Fp>","Logistik & Intralogistik",{"id":354,"icon":355,"link":208,"logo":208,"media":208,"text":363,"title":365},"33680",{"id":356,"sharedMediaLegend":208,"mediaImage":357,"name":362},"3428",{"url":358,"width":359,"height":359,"alt":360,"title":208,"size":361,"mime":339,"variations":208},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fbicon03.png",110,"bicon03",4250,"bicon03.png",{"value":364,"processed":364,"format":301},"\u003Cp>Kamerabasierte Systeme erkennen Fehler in Echtzeit und verhindern Ausschuss. KI analysiert, reagiert und dokumentiert revisionssicher.\u003C\u002Fp>","Qualitätssicherung","Anwendungsfelder mit echtem Mehrwert",{"__typename":293,"id":368,"columns":295,"listItems":369,"text":393,"title":394,"variant":325},"33685",[370,379,386],{"id":371,"icon":372,"link":208,"logo":208,"media":208,"text":376,"title":378},"33682",{"id":373,"file":374},"170294",{"url":375},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002F2024-07\u002Fdouble-arrow-right-icon.svg",{"value":377,"processed":377,"format":301},"\u003Cp>Kameras erkennen Oberflächenfehler oder fehlende Teile direkt in der Linie.\u003C\u002Fp>","Qualitätsprüfung",{"id":380,"icon":381,"link":208,"logo":208,"media":208,"text":383,"title":385},"33683",{"id":373,"file":382},{"url":375},{"value":384,"processed":384,"format":301},"\u003Cp>Autonome Fahrzeuge bewegen sich sicher durch komplexe Produktionsumgebungen.\u003C\u002Fp>","Navigation",{"id":387,"icon":388,"link":208,"logo":208,"media":208,"text":390,"title":392},"33684",{"id":373,"file":389},{"url":375},{"value":391,"processed":391,"format":301},"\u003Cp>Geräte identifizieren Abweichungen wie Leckagen oder Verschleiß frühzeitig.\u003C\u002Fp>","Inspektion","Computer Vision – Sehen, verstehen, handeln: Ein zentraler Baustein von Physical AI ist die Fähigkeit, die Umgebung zu „sehen“. Mit Computer Vision und KI können Systeme visuelle Daten interpretieren und darauf reagieren, zum Beispiel:","Wie kann das konkret aussehen?",{"__typename":396,"id":397,"title":398,"text":399,"pgCtaLink":400,"imageLayout":403,"media":404},"ParagraphPgTeaserBig","33686","Effizienzsteigerung: Die Computer Vision Reise der Martin GmbH","Die MARTIN GmbH realisiert eine effiziente Verbrennung durch Computer Vision & Physical AI für thermische Prozesse.",{"title":401,"url":402,"internal":7},"Entdecken Sie die Success Story","\u002Fde\u002Fcase-studies\u002Fmartin-gmbh-effiziente-verbrennung-durch-computer-vision-physical-ai-fuer-thermische","left",{"id":405,"sharedMediaLegend":406,"mediaImage":407,"name":423},"169490","Abbildung: Eine gleichmäßige Flammenlinie und eine mittige Positionierung dieser auf dem Rost zeichnet eine gute Verbrennung aus.",{"url":408,"width":409,"height":410,"alt":411,"title":208,"size":412,"mime":226,"variations":208,"teaserVariations":413},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fimages\u002Fthermal-waste-treatment.jpg",1278,958,"\" \"",105806,[414,416,417,421,422],{"name":229,"url":415,"width":231,"height":232},"https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_3_2_small\u002Fpublic\u002Fimages\u002Fthermal-waste-treatment.jpg.webp?itok=RHp5mq_2",{"name":229,"url":415,"width":231,"height":232},{"name":418,"url":419,"width":420,"height":410},"FOCAL_POINT54_MEDIUM","https:\u002F\u002Fcms.zuehlke.com\u002Fsites\u002Fdefault\u002Ffiles\u002Fstyles\u002Ffocal_point_5_4_medium\u002Fpublic\u002Fimages\u002Fthermal-waste-treatment.jpg.webp?itok=9MemBN9H",1198,{"name":418,"url":419,"width":420,"height":410},{"name":418,"url":419,"width":420,"height":410},"thermal-waste-treatment.jpg",{"__typename":396,"id":425,"title":426,"text":427,"pgCtaLink":428,"imageLayout":431,"media":432},"33687","MedTech als Vorreiter – Operationsroboter mit KI","AOT entwickelt ein revolutionäres Verfahren, um Knochen per kalter Laserablation zu schneiden. 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Wir begleiten Sie auf dem gesamten Weg von der Strategieentwicklung über Prototyping bis zur Industrialisierung:\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cstrong>Geräteentwicklung:\u003C\u002Fstrong> Robuste Hardware für industrielle Umgebungen.\u003C\u002Fli>\u003Cli>\u003Cstrong>KI-Integration: \u003C\u002Fstrong>Modelle, die auf Ihre Daten und Prozesse zugeschnitten sind.\u003C\u002Fli>\u003Cli>\u003Cstrong>Edge-Computing: \u003C\u002Fstrong>Intelligenz direkt dort, wo sie gebraucht wird – für schnelle Entscheidungen\u003C\u002Fli>\u003C\u002Ful>","Unser Ansatz: Ganzheitlich und zukunftsorientiert",{"__typename":293,"id":457,"columns":328,"listItems":458,"text":480,"title":481,"variant":325},"33692",[459,466,473],{"id":460,"icon":461,"link":208,"logo":208,"media":208,"text":463,"title":465},"33689",{"id":373,"file":462},{"url":375},{"value":464,"processed":464,"format":301},"\u003Cp>Unsere modularen Architekturen verkürzen die Amortisierungszeit und schaffen messbaren Mehrwert ab dem ersten Tag.\u003C\u002Fp>","Kürzere Time-to-Value",{"id":467,"icon":468,"link":208,"logo":208,"media":208,"text":470,"title":472},"33690",{"id":373,"file":469},{"url":375},{"value":471,"processed":471,"format":301},"\u003Cp>Ob funktionale Sicherheit, Normkonformität oder IT\u002FOT-Security – wir entwickeln für anspruchsvolle, regulierte Umfelder mit minimalem Risiko.\u003C\u002Fp>","Sicherheit ab Werk",{"id":474,"icon":475,"link":208,"logo":208,"media":208,"text":477,"title":479},"33691",{"id":373,"file":476},{"url":375},{"value":478,"processed":478,"format":301},"\u003Cp>Physical AI wird nahtlos in Ihre bestehende Systemlandschaft eingebettet. Von der ersten Idee bis zum Betrieb – wir bleiben an Ihrer Seite.\u003C\u002Fp>","Nahtlose Integration","Wir machen Physical AI industrietauglich – mit skalierbaren, normgerechten und wirtschaftlich sinnvollen Lösungen, die echte Wertschöpfung ermöglichen.","Unsere Lösungen für Industrial Physical AI",{"__typename":252,"id":483,"ctaLink":208,"pgSharedText":484,"pgSharedTitle":486,"pgSharedCtaLink":208},"33694",{"value":485,"processed":485,"format":257},"\u003Cp>Sprechen Sie mit unseren Expert:innen und erfahren Sie, wie Physical AI Ihre industrielle Wertschöpfung transformieren kann, sicher, skalierbar und mit messbarem Impact.\u003C\u002Fp>","Sind Sie bereit für intelligente Systeme, die handeln?",{"__typename":488,"id":489,"title":208,"pgContactRefContacts":490,"showEmail":7,"showPhone":7},"ParagraphPgContact","33693",[491],{"contactName":492,"contactProfession":493,"contactDesc":494,"contactLinkedinUrl":496,"sharedEmail":499,"sharedPhone":208,"sharedRefMedia":500},"Peter Güntzer ","Director Data & AI Consulting, Partner",{"value":495},"\u003Cp>Peter Güntzer ist ein erfahrener Experte in den Bereichen Data & AI, Advanced Data Analytics, IoT und Smart Connected Products, mit einem Hintergrund als CTO eines IoT-Startups und Erfahrung bei Siemens Cellular. 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Wie kann Physical AI Ihnen helfen, sich vom Wettbewerb abzuheben?\u003C\u002Fp>\n",{"title":532,"url":533,"internal":7},"Sprechen Sie uns 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