{"id":25770,"date":"2025-08-13T07:19:30","date_gmt":"2025-08-13T07:19:30","guid":{"rendered":"https:\/\/www.novotek.com\/at\/?post_type=insights&#038;p=25770"},"modified":"2025-11-05T06:32:25","modified_gmt":"2025-11-05T06:32:25","slug":"industrial-ai-3-use-cases","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/at\/insight\/industrial-ai-3-use-cases\/","title":{"rendered":"Industrial AI: 3 Use Cases"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p>Wenn Sie sich fragen, wie KI in Ihrer industriellen Umgebung tats\u00e4chlich Mehrwert schaffen kann, sind Sie nicht allein. In diesem Artikel f\u00fchren wir Sie Schritt f\u00fcr Schritt durch drei reale Anwendungsf\u00e4lle industrieller KI und erl\u00e4utern, was Sie ben\u00f6tigen, um loszulegen!<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Lassen Sie uns \u00fcber folgende Themen sprechen:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><a href=\"https:\/\/www.novotek.com\/at\/insight\/industrial-ai-3-use-cases\/#predictive\">Predictive Maintenance<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"https:\/\/www.novotek.com\/at\/insight\/industrial-ai-3-use-cases\/#energie\">Energieoptimierung<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"https:\/\/www.novotek.com\/at\/insight\/industrial-ai-3-use-cases\/#mcp\">Analyse von Industriedaten mittels KI Chatbot<\/a><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"predictive\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-1df8169ac83e65a2649cfdbc1c1b15d9\"><strong>USE CASE 1<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Predictive Maintenance<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Predictive Maintenance hilft Ihnen, unerwartete Ger\u00e4teausf\u00e4lle zu vermeiden, indem Probleme erkannt werden, bevor sie zu Ausfallzeiten f\u00fchren. Durch die Analyse von Zeitreihendaten, die von Sensoren erfasst und typischerweise in einem Historian wie dem <strong><a href=\"https:\/\/www.novotek.com\/at\/smart-factory-mes\/proficy-historian\/\">Proficy Historian<\/a><\/strong> gespeichert werden, k\u00f6nnen Machine-Learning-Modelle fr\u00fche Warnsignale erkennen \u2013 etwa ungew\u00f6hnliche Trends oder Abweichungen von normalen Betriebsbedingungen.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Nach dem Training k\u00f6nnen diese Modelle \u2013 je nach Systemarchitektur \u2013 entweder am Edge oder in einem zentralen System ausgef\u00fchrt werden. Die Ergebnisse lassen sich in SCADA-Plattformen wie <strong><a href=\"https:\/\/www.novotek.com\/at\/proficy-ifix\/\"><\/a><strong><a href=\"https:\/\/www.novotek.com\/at\/hmi-scada\/proficy-cimplicity\/\">Proficy CIMPLICITY<\/a>\/ <a href=\"https:\/\/www.novotek.com\/at\/proficy-ifix\/\">Proficy iFIX<\/a><\/strong><\/strong> integrieren, um Alarme auszul\u00f6sen, Gesundheitsbewertungen zu vergeben oder die Wartungsplanung in Echtzeit zu unterst\u00fctzen.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Um loszulegen, ben\u00f6tigen Sie:<\/h4>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li><strong>Sensoren<\/strong> an kritischen Anlagenkomponenten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Eine Zeitseriendatenbank<\/strong> zur Erfassung und Organisation der Daten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Eine Software<\/strong> zum Erstellen, Bereitstellen und Ausf\u00fchren von KI-Modellen<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Ein SCADA- oder HMI-System<\/strong> zur Visualisierung der Ergebnisse und Generierung von Warnmeldungen<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance.png\" alt=\"\" class=\"wp-image-25771\" srcset=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance.png 800w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance-300x225.png 300w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance-768x576.png 768w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance-86x65.png 86w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance-306x230.png 306w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:150px\" aria-hidden=\"true\" id=\"energie\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization.png\" alt=\"\" class=\"wp-image-25773\" srcset=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization.png 800w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization-300x225.png 300w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization-768x576.png 768w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization-86x65.png 86w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization-306x230.png 306w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-f5a122fd42e4eb7e76a15445ad4e26ed\"><strong>USE CASE 2<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Energieoptimierung<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Energieoptimierung nutzt KI, um den Energieverbrauch zu senken, ohne die Effizienz der Anlage zu beeintr\u00e4chtigen. Dabei werden Echtzeit-Sensordaten aus der Anlage gesammelt und verwendet, um ein Modell zu erstellen, dass das Verhalten der Anlage abbildet.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Das KI-Modell sagt die besten Steuerungsma\u00dfnahmen voraus (z. B. Anpassung von Sollwerten) basierend auf den aktuellen Betriebsbedingungen und Systembeschr\u00e4nkungen. Diese Empfehlungen werden an das SCADA-System gesendet, das dann mit der Steuerungshardware kommuniziert, um die \u00c4nderungen umzusetzen. Der Prozess l\u00e4uft kontinuierlich in einer geschlossenen Regelungsschleife, \u00e4hnlich wie bei der modellpr\u00e4diktiven Regelung \u2013 stets darauf ausgerichtet, den effizientesten Betriebspunkt zu finden.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Nach dem Training k\u00f6nnen diese Modelle \u2013 je nach Systemarchitektur \u2013 entweder am Edge oder zentral ausgef\u00fchrt werden. Die Ergebnisse lassen sich in SCADA-Plattformen wie <strong><a href=\"https:\/\/www.novotek.com\/at\/hmi-scada\/proficy-cimplicity\/\">Proficy CIMPLICITY<\/a>\/<a href=\"https:\/\/www.novotek.com\/at\/proficy-ifix\/\">Proficy iFIX<\/a><\/strong> integrieren, um Alarme auszul\u00f6sen, Zustandsbewertungen vorzunehmen oder die Wartungsplanung in Echtzeit zu unterst\u00fctzen.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Um loszulegen, ben\u00f6tigen Sie:<\/h4>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li><strong>Sensoren<\/strong> zur Erfassung des Energieverbrauchs und weitere Verbrauchsrelevante Messgr\u00f6\u00dfen<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Eine Zeitseriendatenbank<\/strong> zur Erfassung und Organisation der Daten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Eine Software zur Datenauswertung<\/strong> und Ausf\u00fchren von KI-Modellen <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Ein SCADA-System<\/strong> zur Weitergabe der Steuerbefehle und zur \u00dcberwachung des Energieverbrauchs<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>(Optional) On-Premise- oder Edge-Bereitstellung f\u00fcr schnellere Echtzeitreaktionen<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:150px\" aria-hidden=\"true\" id=\"mcp\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-2cdaf767b71acabe4601654bf76cd83a\"><strong>USE CASE 3<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Analyse von Industriedaten mittels KI Chatbot<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>\u00dcber das neue standardisierte Protokoll f\u00fcr den Datenaustausch mit KI-Systemen (Model-Context-Protokoll, MCP) k\u00f6nnen Anlagedaten einfach einem KI-Chatbot oder Agenten zur Verf\u00fcgung gestellt werden (MCP-Server ist z.B. in <a href=\"https:\/\/www.novotek.com\/at\/ot-it-cloud-konnektivitaet-dataops\/highbyte-intelligence-hub-dataops-loesung\/\"><strong>HighByte Intelligence Hub<\/strong><\/a> integriert).<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Der Agent kann auf Live-Produktionsdaten, historische Daten und Anlagenfunktionen zugreifen, wodurch er den aktuellen Zustand der Anlage einsch\u00e4tzen, Erkenntnisse generieren und Steuerungsma\u00dfnahmen empfehlen kann. Der Agent liefert diese Erkenntnisse entweder den Bedienern oder \u00fcbergibt sie an das SCADA-System zur weiteren Umsetzung.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Der Ablauf funktioniert folgenderma\u00dfen: der KI Chatbot\/Agent ruft Daten ab, liefert Erkenntnisse zur\u00fcck und schafft so eine neue Ebene der <strong>Zusammenarbeit zwischen Mensch und Maschine<\/strong>.<\/p>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-red-background-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=5_WE6cZeDG8\" target=\"_blank\" rel=\"noreferrer noopener\">M\u00f6chten Sie mehr erfahren? Sehen Sie sich eine Demo von HighByte an.<\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\">Um loszulegen, ben\u00f6tigen Sie:<\/h4>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li><strong>Anlagendaten:<\/strong> Sensor-, SPS- und Steuerungsdaten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Historian-System:<\/strong> z. B. <strong><a href=\"https:\/\/www.novotek.com\/at\/smart-factory-mes\/proficy-historian\/\">Proficy Historian<\/a><\/strong> zur Speicherung von Zeitreihendaten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>MCP-Server:<\/strong> z. B. <strong><a href=\"https:\/\/www.novotek.com\/at\/ot-it-cloud-konnektivitaet-dataops\/highbyte-intelligence-hub-dataops-loesung\/\">HighByte Intelligence Hub<\/a><\/strong> zur Modellierung und Kontextualisierung von Daten<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>LLM\/AI-Agent:<\/strong> z. B. LangChain, lokales GPT-Modell oder Azure-OpenAI-Agent<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>SCADA-System:<\/strong> z. B. <strong><a href=\"https:\/\/www.novotek.com\/at\/proficy-ifix\/\"><strong><\/strong><\/a><strong><a href=\"https:\/\/www.novotek.com\/at\/hmi-scada\/proficy-cimplicity\/\">Proficy CIMPLICITY<\/a>\/ <a href=\"https:\/\/www.novotek.com\/at\/proficy-ifix\/\">Proficy iFIX<\/a><\/strong><\/strong> zur Visualisierung oder Umsetzung von Empfehlungen<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Optionale Benutzeroberfl\u00e4che: <\/strong>Bedienkonsole mit Chat-Interface<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP.png\" alt=\"\" class=\"wp-image-25775\" srcset=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP.png 800w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP-300x225.png 300w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP-768x576.png 768w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP-86x65.png 86w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP-306x230.png 306w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border.png\" alt=\"\" class=\"wp-image-25777\" style=\"width:100px\" srcset=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border.png 500w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border-300x300.png 300w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border-150x150.png 150w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border-86x86.png 86w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border-306x306.png 306w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Written by:<\/strong> Cameron Bolt &#8211; <em>Product Specialist Process Optimization<\/em>, Novotek Benelux<\/p>\n<\/div>\n\n<div class=\"container-md separator  alignwide\">\n<hr class=\"wp-block-separator alignwide has-text-color has-novotek-red-color has-alpha-channel-opacity has-novotek-red-background-color has-background\" \/>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignwide\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:15px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-c19aae09b54e3cfc25cabd9fe0a59606\"><strong>Ihr Ansprechpartner:<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md group  \">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading\"><strong>DI Dr. Martin Paczona<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Head of Industrial Data Science<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"tel:+43 3362 21012 320\">+43 3362 21012 320<\/a><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"tel:+43 676 4511 016\">+43 676 4511 016<\/a><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-red-color has-text-color has-link-color wp-elements-67adb61cdcd161d09ddc550b1baae352\"><a href=\"mailto:martin.paczona@novotek.com\">martin.paczona@novotek.com<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Martin-Paczona.png\" alt=\"\" class=\"wp-image-24617\" srcset=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Martin-Paczona.png 200w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Martin-Paczona-150x150.png 150w, https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Martin-Paczona-86x86.png 86w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Wenn Sie sich fragen, wie KI in Ihrer industriellen Umgebung tats\u00e4chlich Mehrwert schaffen kann, sind Sie nicht allein. In diesem Artikel f\u00fchren wir Sie Schritt f\u00fcr Schritt durch drei reale Anwendungsf\u00e4lle industrieller KI und erl\u00e4utern, was Sie ben\u00f6tigen, um loszulegen!<\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[],"class_list":["post-25770","insights","type-insights","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Industrial AI: 3 Use Cases - Novotek Austria<\/title>\n<meta name=\"description\" content=\"In diesem Artikel \u00fcber Industrial AI f\u00fchren wir Sie Schritt f\u00fcr Schritt durch drei reale Anwendungsf\u00e4lle (Use Cases) industrieller KI!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novotek.com\/at\/insight\/industrial-ai-3-use-cases\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Industrial AI: 3 Use Cases - 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