{"id":869340,"date":"2026-10-13T08:55:54","date_gmt":"2026-10-13T08:55:54","guid":{"rendered":"https:\/\/www.capgemini.com\/no-no\/?p=869340"},"modified":"2026-10-13T08:56:53","modified_gmt":"2026-10-13T08:56:53","slug":"seeing-is-believing-how-visual-ai-is-turning-image-data-into-business-insight","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/no-no\/insights\/expert-perspectives\/seeing-is-believing-how-visual-ai-is-turning-image-data-into-business-insight\/","title":{"rendered":"Seeing is believing &#8211; How visual AI is turning image data into business insight"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Seeing is believing <br><br><sub><sup>How visual AI is turning image data into business insight<\/sup><\/sub><\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Jonathan Aston &amp; Fredrik Borchgrevink<\/h5><h5 class=\"blog-date\">Oct 12, 2026<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\"\/><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/no-no\/?p=869340\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/no-no\/?p=869340\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-visual-data-is-one-of-the-least-structured-but-least-exploited-sources-of-business-value-organisations-capture-huge-volumes-of-images-and-video-through-cameras-drones-phones-scanners-satellites-and-sensors-yet-much-of-it-remains-disconnected-from-business-processes-or-locked-in-formats-that-are-hard-to-analyse-at-scale\" class=\"wp-block-heading\">Visual data is one of the least structured but least exploited sources of business value. Organisations capture huge volumes of images and video through cameras, drones, phones, scanners, satellites and sensors, yet much of it remains disconnected from business processes or locked in formats that are hard to analyse at scale.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The opportunity is no longer simply that artificial intelligence can \u201csee\u201d. Newer <a href=\"https:\/\/www.capgemini.com\/in-en\/solutions\/smart-eye\/\" target=\"_blank\" rel=\"noreferrer noopener\">vision-language models<\/a> can describe images, compare visual states, answer natural-language questions, and help people interpret what is happening in a scene.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For business leaders, the question is shifting from \u201ccan we detect an object?\u201d to \u201ccan visual data help us make better decisions, reduce manual work, improve quality, and act faster?\u201d Modern models, cloud services, edge devices and low-code patterns now make it easier to test this quickly with existing image data.<\/p>\n\n\n\n<h3 id=\"h-from-image-recognition-to-visual-reasoning\" class=\"wp-block-heading\">From image recognition to visual reasoning<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional computer vision systems were often built for narrow tasks: detecting a crack, classifying a defect, identifying a vehicle, or recognising a known object. The new generation of visual AI is broader because it can interpret the images and video in response to natural-language prompts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of only returning a fixed label, these systems can respond to prompts such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Is this container full, partly full, or empty?<\/li>\n\n\n\n<li>What visible damage can be seen on this asset?<\/li>\n\n\n\n<li>Which parts of this image should a human expert review first?<\/li>\n\n\n\n<li>What was the intent of the people in the image and what might happen next?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">That shift matters because many business processes are visual by nature: inspecting infrastructure, checking product quality, documenting field work, reviewing claims, monitoring assets, supporting healthcare workflows, and interpreting operational environments.<\/p>\n\n\n\n<h3 id=\"h-why-this-matters-for-norway\" class=\"wp-block-heading\">Why this matters for Norway<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is especially relevant in Norway, where sectors such as energy, maritime, <a href=\"https:\/\/oceandecade.org\/actions\/computer-vision-ai-based-salmon-identification-caige\/\" target=\"_blank\" rel=\"noreferrer noopener\">aquaculture<\/a>, infrastructure, public services, healthcare and manufacturing depend on physical assets, distributed operations, demanding environments and high trust in digital services.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The opportunity is not only automation. Visual AI can support resilience, safety, quality and sustainability by helping teams inspect remote assets, detect early signs of wear, improve documentation, and turn visual information into actionable insight. We need to think beyond being more efficient to opening up new revenue streams.<\/p>\n\n\n\n<h3 id=\"h-from-thought-leadership-to-experiment-testing-visual-ai-at-the-edge\" class=\"wp-block-heading\">From thought leadership to experiment: testing visual AI at the edge<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In the AI Futures Lab, we ground these trends in small, practical experiments that test what is possible, where the limitations are, and what organisations need to consider before scaling.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One example is a Raspberry Pi-based skin burn assessment tool. The purpose was not to create a medical device or replace clinical judgment, but to explore how visual AI could support image-based assessment in a constrained edge-computing environment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The prototype surfaced the questions that matter in enterprise deployment: whether analysis should happen on device, in the cloud or through a hybrid model; what latency and privacy constraints apply; how consistent outputs are under different image conditions; what human review is required; and what evidence is needed before the system can be trusted in a real setting.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is where visual AI becomes a business and operating-model question, not just a model-performance question. The broader lesson is that the value of visual AI depends on the whole system around the model. Architecture, user interface, data flow, privacy model, governance process, human review loop and escalation path all determine whether the technology is useful and responsible in practice.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Edge deployment can reduce latency, limit data transfer and support operation in low-connectivity environments, but it also brings constraints around compute power, model size, updates and local testing. Cloud approaches can offer stronger models and faster iteration, but raise questions about privacy, cost, availability and dependency on external services.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There is no universal answer. The right architecture depends on the use case, risk level, operating environment and assurance required.<\/p>\n\n\n\n<h3 id=\"h-responsible-visual-ai-useful-but-not-infallible\" class=\"wp-block-heading\">Responsible visual AI: useful, but not infallible<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A computer vision strategy must include limitations from the start. Visual AI can misinterpret images, hallucinate details, overlook edge cases, and perform differently when lighting, angle, background, camera quality or environmental conditions change. These risks matter most in safety, health, infrastructure, security and operational decision-making.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That does not make the technology unusable. It means high-impact use cases need clear boundaries, <a href=\"https:\/\/www.capgemini.com\/us-en\/insights\/research-library\/designing-ethical-and-transparent-ai-for-healthcare\/\" target=\"_blank\" rel=\"noreferrer noopener\">human review<\/a>, auditability, performance testing, bias assessment, data protection and regulatory review from the beginning. Outputs should be treated as decision support, not automatic truth.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The data challenge is also important: what visual data should be stored, how it should be structured, whether people or sensitive environments appear in images, and whether anonymisation or aggregation is required. In some cases, the most valuable output may be an aggregated signal, score or trend rather than the raw image itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In Europe, where <a href=\"https:\/\/artificialintelligenceact.eu\/annex\/3\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI regulation<\/a> and public expectations around privacy, safety and accountability are moving quickly, responsible deployment is not an optional layer added after the prototype. It is part of how the use case should be shaped from day one.<\/p>\n\n\n\n<h3 id=\"h-what-business-leaders-should-do-next\" class=\"wp-block-heading\">What business leaders should do next<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The practical question is where visual AI can create value responsibly in your organisation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Start by identifying workflows where people already review images or video, where decisions are repetitive but still require judgment, and where better visual insight could improve quality, speed, safety or sustainability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then <a href=\"https:\/\/www.capgemini.com\/us-en\/insights\/research-library\/revolutionize-manufacturing-with-a-computer-vision-framework-for-intelligent-inspection\/\" target=\"_blank\" rel=\"noreferrer noopener\">test before scaling<\/a>. A focused experiment can show whether the data is good enough, the model performs consistently, the architecture is realistic, the workflow makes sense for users, and the governance requirements are manageable. This is also how we begin the validate the business case and the value expected to be delivered.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is where Capgemini Norway and the AI Futures Lab can help: identifying where visual data is already being created, assessing whether it can be used safely and responsibly, and building focused experiments to test whether it can create business value. The question for many organisations is simple:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><em>What visual data do you already have, and what could it help you understand and improve about your business?<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/blockquote>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"section latestStoriesBlock \"><div class=\"container\"><div class=\"contentTitle\"><h2 class=\"story-heading\">Further reading<\/h2><\/div><div class=\"bleedImageWrapper row story-left-align\"><div class=\"col-md-8 storyBox\">\n\t\t\t\t<div class=\"imageWrapper imgWrapperFourStories escaper escaper-left\">\n\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/no-no\/about-us\/who-we-are\/innovation-ecosystem\/aifutures\/\" aria-label=\"AI Futures Lab\"  tabindex=\"-1\">\n\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/AI-Futures-Lab-web-banner-2880x1800-1.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/AI-Futures-Lab-web-banner-2880x1800-1.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/AI-Futures-Lab-web-banner-2880x1800-1.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" class=\"box-img\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/AI-Futures-Lab-web-banner-2880x1800-1.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\">\n\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div><div class=\"col-md-4 storyBox\">\n\t\t\t\t\t<div class=\"storyInfo FirstStoryTextInFourStories\">\n\t\t\t\t\t\t<span class=\"storyTag\">Innovation eco-system <\/span>\n\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/no-no\/about-us\/who-we-are\/innovation-ecosystem\/aifutures\/\" aria-label=\"AI Futures Lab\" ><h3 class=\"story-subtitle\">AI Futures Lab<\/h3><\/a>\n\t\t\t\t\t\t<p>AI\u00a0is (not so) quietly becoming part of the fabric of organizations, moving into core systems, decisions, and operations\u2014reshaping how work gets done. The question for leaders is no longer\u00a0what the technology can do, but\u00a0how intelligence is integrated, governed, and trusted across the enterprise.<br><br>Capgemini\u2019s\u00a0AI\u00a0Futures\u00a0Lab\u00a0explores this shift and anticipates those to come. Its mission is to always be a few steps ahead of the market so that our clients are ready and able when change comes.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><div class=\"row\"><div class=\"col-md-4 col-right\">\n\t\t\t\t\t\t<div class=\"storyBox\">\n\t\t\t\t\t\t\t<div class=\"imageWrapper\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/no-no\/insights\/expert-perspectives\/capgeminis-generative-ai-lab-steer-the-future-of-artificial-intelligence-with-confidence\/\" aria-label=\"Capgemini\u2019s generative AI lab \u2013 Steer the future of artificial intelligence with confidence\"  tabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/CGlab-AI-Robotic-MFC_Web-banner_2880X1800_5May_op2_e31204.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/CGlab-AI-Robotic-MFC_Web-banner_2880X1800_5May_op2_e31204.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/CGlab-AI-Robotic-MFC_Web-banner_2880X1800_5May_op2_e31204.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/CGlab-AI-Robotic-MFC_Web-banner_2880X1800_5May_op2_e31204.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" \/>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t\t<span class=\"storyTag\">Expert perspective<\/span>\n\t\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/no-no\/insights\/expert-perspectives\/capgeminis-generative-ai-lab-steer-the-future-of-artificial-intelligence-with-confidence\/\"  aria-label=\"Capgemini\u2019s generative AI lab \u2013 Steer the future of artificial intelligence with confidence\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">Capgemini\u2019s generative AI lab \u2013 Steer the future of artificial intelligence with confidence<\/h3>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<p>In today\u2019s fast-paced business landscape, artificial intelligence has shifted from a buzzword to a crucial part of organizational strategy. Recognizing the imperative to stay ahead of this curve, Capgemini launched its Generative AI Lab.<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"col-md-4 col-right\">\n\t\t\t\t\t\t<div class=\"storyBox\">\n\t\t\t\t\t\t\t<div class=\"imageWrapper\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/no-no\/about-us\/who-we-are\/innovation-ecosystem\/ai-robotics-experiences-lab\/\" aria-label=\"AI Robotics and Experiences Lab\"  tabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Webbanner-2880X1800-3.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Webbanner-2880X1800-3.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Webbanner-2880X1800-3.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Webbanner-2880X1800-3.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" \/>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t\t<span class=\"storyTag\">Innovation eco-system <\/span>\n\t\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/no-no\/about-us\/who-we-are\/innovation-ecosystem\/ai-robotics-experiences-lab\/\"  aria-label=\"AI Robotics and Experiences Lab\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">AI Robotics and Experiences Lab<\/h3>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<p>AI drives progress. Robotics fuels transformation. Experiences redefine the possible.<br><br>Advances in the integration of AI, the rise of autonomous agents and rapid innovation in robotics are accelerating the convergence of the physical and digital worlds.<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"col-md-4 col-right\">\n\t\t\t\t\t\t<div class=\"storyBox\">\n\t\t\t\t\t\t\t<div class=\"imageWrapper\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/no-no\/insights\/research-library\/managementgpt-prototypes-of-ai-co-thinkers\/\" aria-label=\"ManagementGPT \u2013 prototypes of AI co-thinkers\"  tabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/ManagementGPT-Banner.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/ManagementGPT-Banner.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/ManagementGPT-Banner.jpg?w=300&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/ManagementGPT-Banner.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" \/>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t\t<span class=\"storyTag\">Research and insights<\/span>\n\t\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/no-no\/insights\/research-library\/managementgpt-prototypes-of-ai-co-thinkers\/\"  aria-label=\"ManagementGPT \u2013 prototypes of AI co-thinkers\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">ManagementGPT \u2013 prototypes of AI co-thinkers<\/h3>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<p>Findings from a new joint experiment by Capgemini Invent and Thinkers50, exploring the potential of Gen AI in real management scenarios.<br><br>With the GenAI revolution, we are stepping into the \u2018future of management\u2019. This transformative shift is just starting, but the pace of change is rapid.<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><\/div><\/section>\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div><div class=\"article-text article-quote-text\">\n<h3 id=\"h-about-ai-futures-lab\" class=\"wp-block-heading\">About AI Futures Lab<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Futures Lab helps organisations explore, test and responsibly apply emerging AI capabilities. We create points of view, experiments, prototypes and demos that help clients understand what new AI technologies could mean for their business, their operating model and their future strategy. Our focus is not only on what AI can do, but on what it takes to make AI useful, trustworthy and scalable in real organisational settings.<\/p>\n\n\n\n<h3 id=\"h-capgemini-invent-norway\" class=\"wp-block-heading\">Capgemini Invent Norway<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Capgemini Invent Norway combines strategy, technology, data science, design and engineering expertise to help organisations innovate and transform. We work with clients across industries to turn emerging technologies into practical business value, with a strong focus on responsible AI, data-driven transformation and human-centred innovation.<\/p>\n\n\n\n<h3 id=\"h-attributions\" class=\"wp-block-heading\">Attributions<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">With special thanks to Nikola Poli for your help and wisdom on the topic while she was working with us in Capgemini Invent Norway.<\/p>\n\n\n\n<h3 id=\"h-ai-usage-note\" class=\"wp-block-heading\">AI usage note<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI was used in the research for this article as well as in some rewriting and restructuring of different sections. Humans made the decisions on content and storyline. Writing was done mostly in hybrid.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<div class=\"wrapper-get-in-touch-block\">\n<section class=\"wp-block-cg-blocks-wrapper-get-in-touch section get-in-touch-block\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"getintouch-heading\">Meet our authors<\/h2><\/div><\/div><div class=\"row\"><div class=\"content-description col-12 col-md-8\"><p><\/p><\/div><\/div><div><div class=\"cg-slider show-card\"><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Jonathan-Aston-1-e1791823294911.jpg\" alt=\"\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Jonathan Aston<\/h3><p class=\"box-position\">Data Scientist, Deputy Head Capgemini AI Futures Lab, Capgemini Invent<\/p><p class=\"box-company\">Jonathan Aston specialized in behavioral ecology before transitioning to a career in data science. He has been actively engaged in the fields of data science and artificial intelligence (AI) since the mid-2010s. Jonathan possesses extensive experience in both the public and private sectors, where he has successfully delivered solutions to address critical business challenges. His expertise encompasses a range of well-known and custom statistical, AI, and machine learning techniques.<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><div class=\"box\"><div class=\"box-author-img col-md-12 col-2\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/10\/Fredrik-Borchgrevink-e1791823379167.png\" alt=\"\"\/><\/div><div class=\"right col-md-12 col-8\"><h3>Fredrik Borchgrevink<\/h3><p class=\"box-position\">Vice President, Head of Intelligent Industry Norway, Capgemini Invent<\/p><p class=\"box-company\">Fredrik Borchgrevink leads Capgemini Invent\u2019s Intelligent Industry practice in Norway. He has spent his career helping senior leaders turn strategy into measurable results, with a focus on data and AI strategy, operating models and performance management. Fredrik has led major transformation programs as well as targeted improvement initiatives across industries. He is passionate about how to establish data and AI as a trusted, enterprise-wide capability, from technical development and value realization to governance and competence development.\u00a0<\/p><ul class=\"social-nav col-md-12\"><\/ul><\/div><\/div><\/div><div class=\"cg-slider hide-card\"><\/div><\/div><\/div><\/section>\n\n<div class=\"modal bs-modal-get-in-touch\" id=\"bs-modal-get-in-touch-1954540213\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\n\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"Close\" data-bs-dismiss=\"modal\">\n\t\t\t\t\t<span class=\"modal-close-button-text\">close button<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"modal-body\">\n\n\t\t\t\t\t\t\t\t\t<div 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class=\"asterisk_title\">\n\t\t\t\t\t<p><span class=\"star-required\">*<\/span> Mandatory field<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"mf_form__errors mf_form__errors--top\" role=\"alert\" aria-live=\"polite\">\n\t\t\t\t\t<ul class=\"mf_form__errors__list\"><\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\">\n\t\t<select tabindex=\"0\" class=\"mac-form-selects form-control empty\"\n\t\t\tid=\"_mf_627823_4048_3266702736\"\n\t\t\tname=\"_mf_627823_4048\"\n\t\t\t\t\t>\n\t\t\t<option value=\"\">Select a value<\/option>\n\t\t\t\t\t\t\t<option value=\"Alumni\">Alumni<\/option>\n\t\t\t\t\t\t\t<option value=\"Business\">Business<\/option>\n\t\t\t\t\t\t\t<option value=\"Career\">Career<\/option>\n\t\t\t\t\t\t\t<option value=\"Customer Support\">Customer Support<\/option>\n\t\t\t\t\t\t\t<option value=\"Media Relations\">Media Relations<\/option>\n\t\t\t\t\t\t\t<option value=\"Others\">Others<\/option>\n\t\t\t\t\t\t\t<option value=\"Partner Alliance\">Partner Alliance<\/option>\n\t\t\t\t\t\t\t<option value=\"Privacy\">Privacy<\/option>\n\t\t\t\t\t\t\t<option value=\"Sell to Capgemini\">Sell to Capgemini<\/option>\n\t\t\t\t\t<\/select>\n\n\t\t<label for=\"_mf_627823_4048_3266702736\" class=\"form-label\">Purpose of contact (optional)<\/label><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_627823_1120_2721103882\" name=\"_mf_627823_1120\" placeholder=\"First Name\" required \/><label for=\"_mf_627823_1120_2721103882\" class=\"form-label\">First Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">First Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_627823_3448_3170869205\" name=\"_mf_627823_3448\" placeholder=\"Last Name\" required \/><label for=\"_mf_627823_3448_3170869205\" class=\"form-label\">Last Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Last Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_627823_4723_3378161918\" name=\"_mf_627823_4723\" placeholder=\"Email\" required \/><label for=\"_mf_627823_4723_3378161918\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_627823_7825_912584372\" name=\"_mf_627823_7825\" placeholder=\"Job Title\" required \/><label for=\"_mf_627823_7825_912584372\" class=\"form-label\">Job Title <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Job Title is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" pattern=\"^[0-9\\-\\+\\s]+$\"  class=\"form-control\" id=\"_mf_627823_3462_3314265213\" name=\"_mf_627823_3462\" oninput=\"validateInput(this)\" maxlength=\"14\" placeholder=\"Phone\"  \/><label for=\"_mf_627823_3462_3314265213\" class=\"form-label\">Phone (optional)<\/label><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_627823_80_2137767656\" name=\"_mf_627823_80\" placeholder=\"Company \/ Organization\" required \/><label for=\"_mf_627823_80_2137767656\" class=\"form-label\">Company \/ Organization <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Company \/ Organization is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\">\n\t\t<select tabindex=\"0\" class=\"mac-form-selects form-control empty\"\n\t\t\tid=\"_mf_627823_2564_676563414\"\n\t\t\tname=\"_mf_627823_2564\"\n\t\t\trequired\t\t>\n\t\t\t<option value=\"\">Select a value<\/option>\n\t\t\t\t\t\t\t<option value=\"Aerospace &amp; Defense\">Aerospace &amp; Defense<\/option>\n\t\t\t\t\t\t\t<option value=\"Automotive\">Automotive<\/option>\n\t\t\t\t\t\t\t<option value=\"Banking\">Banking<\/option>\n\t\t\t\t\t\t\t<option value=\"Chemicals\">Chemicals<\/option>\n\t\t\t\t\t\t\t<option value=\"Consumer Products\">Consumer Products<\/option>\n\t\t\t\t\t\t\t<option value=\"Distribution &amp; logistics\">Distribution &amp; logistics<\/option>\n\t\t\t\t\t\t\t<option value=\"Education &amp; research\">Education &amp; research<\/option>\n\t\t\t\t\t\t\t<option value=\"Government\">Government<\/option>\n\t\t\t\t\t\t\t<option value=\"General services\">General services<\/option>\n\t\t\t\t\t\t\t<option value=\"Healthcare\">Healthcare<\/option>\n\t\t\t\t\t\t\t<option value=\"Insurance\">Insurance<\/option>\n\t\t\t\t\t\t\t<option value=\"Industrial Manufacturing\">Industrial Manufacturing<\/option>\n\t\t\t\t\t\t\t<option value=\"Life Sciences\">Life Sciences<\/option>\n\t\t\t\t\t\t\t<option value=\"Media &amp; Entertainment\">Media &amp; Entertainment<\/option>\n\t\t\t\t\t\t\t<option value=\"Natural resources\">Natural resources<\/option>\n\t\t\t\t\t\t\t<option value=\"Other Financial Services\">Other Financial Services<\/option>\n\t\t\t\t\t\t\t<option value=\"Public Security &amp; Police\">Public Security &amp; Police<\/option>\n\t\t\t\t\t\t\t<option value=\"Retail &amp; Wholesale trade\">Retail &amp; Wholesale trade<\/option>\n\t\t\t\t\t\t\t<option value=\"Tax &amp; Welfare\">Tax &amp; Welfare<\/option>\n\t\t\t\t\t\t\t<option value=\"Travel &amp; Transport\">Travel &amp; Transport<\/option>\n\t\t\t\t\t\t\t<option value=\"Technology\">Technology<\/option>\n\t\t\t\t\t\t\t<option value=\"Telecoms\">Telecoms<\/option>\n\t\t\t\t\t\t\t<option value=\"Utilities\">Utilities<\/option>\n\t\t\t\t\t<\/select>\n\n\t\t<label for=\"_mf_627823_2564_676563414\" class=\"form-label\">Industry <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Industry is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\">\n\t\t<select tabindex=\"0\" class=\"mac-form-selects form-control empty\"\n\t\t\tid=\"_mf_627823_8283_1105022520\"\n\t\t\tname=\"_mf_627823_8283\"\n\t\t\trequired\t\t>\n\t\t\t<option value=\"\">Select a value<\/option>\n\t\t\t\t\t\t\t<option value=\"Assistant\/secretary\">Assistant\/secretary<\/option>\n\t\t\t\t\t\t\t<option value=\"CDO\/CMO\">CDO\/CMO<\/option>\n\t\t\t\t\t\t\t<option value=\"CEO\">CEO<\/option>\n\t\t\t\t\t\t\t<option value=\"CFO\">CFO<\/option>\n\t\t\t\t\t\t\t<option value=\"Chairman\/Board of Directors\">Chairman\/Board of Directors<\/option>\n\t\t\t\t\t\t\t<option value=\"CIO\/CTO\">CIO\/CTO<\/option>\n\t\t\t\t\t\t\t<option value=\"Consultant\/Senior Consultant\">Consultant\/Senior Consultant<\/option>\n\t\t\t\t\t\t\t<option value=\"Director\/Principle Consultant\">Director\/Principle Consultant<\/option>\n\t\t\t\t\t\t\t<option value=\"EVP\">EVP<\/option>\n\t\t\t\t\t\t\t<option value=\"Manager\">Manager<\/option>\n\t\t\t\t\t\t\t<option value=\"Operational\">Operational<\/option>\n\t\t\t\t\t\t\t<option value=\"Other CXO\">Other CXO<\/option>\n\t\t\t\t\t\t\t<option value=\"Purchaser\">Purchaser<\/option>\n\t\t\t\t\t\t\t<option value=\"Senior Manager\/Managing Consultant\">Senior Manager\/Managing Consultant<\/option>\n\t\t\t\t\t\t\t<option value=\"SVP\">SVP<\/option>\n\t\t\t\t\t\t\t<option value=\"Vice President\">Vice President<\/option>\n\t\t\t\t\t<\/select>\n\n\t\t<label for=\"_mf_627823_8283_1105022520\" class=\"form-label\">Position\/Level <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\">Position\/Level is not valid.<\/div><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_627823_6081_3165779476\" class=\"floating__label form-country-select-label\" data-content=\"Country\">\n\t\t\t\t<span class=\"floating-label-content\">Country<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_627823_6081_3165779476\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_627823_6081\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\"  selected='selected'>Country<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Aland Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Algeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >American Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorra<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua And Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Armenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Austria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerbaijan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahrain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bangladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbados<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Belarus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgium<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >Belize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >Benin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnia And Herzegovina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Botswana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Bouvet Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Brazil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >British Indian Ocean Territory<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgaria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cape Verde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Cayman Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >Central African Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Chad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chile<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >China<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Christmas Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Cocos (Keeling) Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comoros<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Cook Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >Cote D&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Cyprus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >Czech Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Denmark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >Dominican Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Ecuador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypt<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Equatorial Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Eritrea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Falkland Islands (Malvinas)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Faroe Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fiji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\" >France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >French Guiana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >French Polynesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >French Southern Territories<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >Georgia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Germany<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Greece<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Greenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernsey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guinea-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Haiti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Heard Island &amp; Mcdonald Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Holy See (Vatican City State)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hungary<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Iceland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >India<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indonesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran, Islamic Republic Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Iraq<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Ireland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Isle Of Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Israel<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jamaica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Korea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Kuwait<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kyrgyzstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Lao People&#039;s Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Latvia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Lebanon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Liberia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Libyan Arab Jamahiriya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lithuania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Macedonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaysia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malta<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Marshall Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Mauritius<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micronesia, Federated States Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldova<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Montenegro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Morocco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Myanmar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >Nepal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Netherlands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Netherlands Antilles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >New Caledonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >New Zealand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niue<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Northern Mariana Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norway<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Palestinian Territory, Occupied<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papua New Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >Peru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Poland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Puerto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >Reunion<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Romania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >Russian Federation<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barthelemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Saint Helena<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint Kitts And Nevis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Saint Lucia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint Pierre And Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint Vincent And Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >San Marino<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tome And Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Saudi Arabia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >Senegal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapore<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovakia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slovenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Solomon Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >South Africa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >South Georgia And Sandwich Isl.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Spain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Sudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard And Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Sweden<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Switzerland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >Syrian Arab Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Taiwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tajikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option 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Organisations capture huge volumes of images and video, yet much of it remains disconnected from business processes.<\/p>\n","protected":false},"author":324,"featured_media":869370,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"08e2c265-4c27-452d-9a20-49430d7773a9\",\"blogId\":\"23\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/no-no\/\",\"postLink\":\"https:\/\/www.capgemini.com\/no-no\/insights\/expert-perspectives\/seeing-is-believing-how-visual-ai-is-turning-image-data-into-business-insight\/\",\"postId\":869340,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"36","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"brand":[36],"service":[],"industry":[],"partners":[],"blog-topic":[124],"content-group":[],"class_list":["post-869340","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","brand-capgemini-invent","blog-topic-data-and-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Seeing is believing - How visual AI is turning image data into business insight - Capgemini Norway<\/title>\n<meta name=\"description\" content=\"Visual data is one of the least structured but least exploited sources of business value. 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