{"id":15951,"date":"2026-07-22T15:20:58","date_gmt":"2026-07-22T13:20:58","guid":{"rendered":"https:\/\/blog.outscale.com\/how-can-europe-ensure-the-deployment-of-sovereign-and-trustworthy-ai\/"},"modified":"2026-07-22T15:20:59","modified_gmt":"2026-07-22T13:20:59","slug":"how-can-europe-ensure-the-deployment-of-sovereign-and-trustworthy-ai","status":"publish","type":"post","link":"https:\/\/blog.outscale.com\/en\/how-can-europe-ensure-the-deployment-of-sovereign-and-trustworthy-ai\/","title":{"rendered":"How can Europe ensure the deployment of sovereign and trustworthy AI?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15951\" class=\"elementor elementor-15951 elementor-15939\">\n\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-627d9338 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"627d9338\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f29e98a\" data-id=\"f29e98a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-231ef44 elementor-widget elementor-widget-text-editor\" data-id=\"231ef44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><i><span style=\"font-weight: 400;\">Artificial intelligence is now entering the stage of industrialization. Beyond technical challenges, this scaling phase raises a strategic question for the European continent: the conditions required for the emergence of high-performing, autonomous, and trustworthy AI.<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">As part of OUTSCALE EXPERIENCES 2026, Igor Caron (Co-founder,<\/span><\/i><a href=\"https:\/\/lighton.ai\/fr\/home\" target=\"_blank\" rel=\"noopener\"> <i><span style=\"font-weight: 400;\">Lighton<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">), Emmanuel Leroux (CEO,<\/span><\/i><a href=\"https:\/\/www.bull.com\/fr\/\" target=\"_blank\" rel=\"noopener\"> <i><span style=\"font-weight: 400;\">Bull<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">), and Mathieu Feuillet (CISO,<\/span><\/i><a href=\"https:\/\/www.3ds.com\/fr\/\" target=\"_blank\" rel=\"noopener\"> <i><span style=\"font-weight: 400;\">Dassault Syst\u00e8mes<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">) shared their perspectives on the pillars of this European success.<\/span><\/i><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa71054 elementor-widget elementor-widget-text-editor\" data-id=\"fa71054\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/RsXu3H86Y6Q?si=EY-nB2dPs079YNiu\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55cb171b elementor-widget elementor-widget-heading\" data-id=\"55cb171b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Infrastructure at the heart of technological sovereignty<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a707b89 elementor-widget elementor-widget-text-editor\" data-id=\"7a707b89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Digital independence cannot be real without full control of the value chain. Emmanuel Leroux emphasizes that sovereignty necessarily requires control over \u201ccompute,\u201d encompassing physical components, firmware, and software platforms alike.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Today, Europe faces strong dependence on foreign GPUs and the uncertainties of global supply chains. To address this, it is crucial to strengthen industrial capabilities and consolidate infrastructure within the continent.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ultimately, without solid hardware and software autonomy, Europe\u2019s capacity for innovation will remain fragile and dependent on external decisions.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-516e082 elementor-widget elementor-widget-heading\" data-id=\"516e082\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ethics as a lever for competitiveness<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-479e2117 elementor-widget elementor-widget-text-editor\" data-id=\"479e2117\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Far from being a mere constraint, trust is becoming the key driver of technology adoption. It cannot be imposed; it must be built patiently through tangible proof.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At Dassault Syst\u00e8mes, this approach takes the form of a rigorous framework built on fundamental pillars: the primacy of human oversight, system security, strict respect for intellectual property, as well as fairness, transparency, and environmental responsibility.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For businesses, the question has shifted from the technical feasibility of AI to its reliability. Addressing this challenge requires providing concrete assurances regarding data governance, effective control of decision-making processes, and full traceability of outcomes.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b35b870 elementor-widget elementor-widget-heading\" data-id=\"1b35b870\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Leveraging domain expertise through AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23ffdd44 elementor-widget elementor-widget-text-editor\" data-id=\"23ffdd44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The effectiveness of an AI solution is not measured solely by the sophistication of its algorithms, but above all by its ability to mobilize a company\u2019s informational assets.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As Igor Caron points out, needs originate in the field: business units want AI tools integrated into the enterprise, capable of securely leveraging internal knowledge and sensitive data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To address this challenge concretely, LightOn focuses on a technical architecture designed for real-world business use. The idea is not to systematically rely on heavy and costly infrastructure, but to favor more efficient processing, particularly using CPU-based approaches when they meet business needs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This approach also relies on the RAG methodology, which consists of connecting the AI model to the organization\u2019s internal documents and knowledge. Instead of depending solely on the raw power of a large model, the AI retrieves relevant information from company sources, then reformulates it in a usable, traceable, and contextualized way.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The benefits are twofold: on one hand, infrastructure and computation costs are significantly reduced; on the other, the relevance of responses improves because the system relies on up-to-date internal data. This makes it possible to build AI that is more affordable, easier to deploy at scale, and more profitable for organizations.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f72e614 elementor-widget elementor-widget-heading\" data-id=\"f72e614\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Beyond sovereignty: the imperative of excellence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17f1c0c elementor-widget elementor-widget-text-editor\" data-id=\"17f1c0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">While sovereignty is an essential foundation, it cannot be an end in itself.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To compete with American and Chinese powers, Europe must develop technologies whose competitiveness extends internationally. This ambition requires moving beyond a purely defensive posture to embrace a true culture of overall performance.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The fundamental objective is no longer just to protect digital borders, but to bring superior solutions to market.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcd9940 elementor-widget elementor-widget-heading\" data-id=\"dcd9940\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prioritizing use cases to catalyze deployment<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0b4fdb elementor-widget elementor-widget-text-editor\" data-id=\"b0b4fdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The lack of concrete use cases is a major, though often overlooked, barrier to AI development in Europe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beyond infrastructure gaps, the continent suffers from limited real-world adoption of technological tools. Since usage drives demand, it is the only true guarantee of return on investment.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rather than focusing exclusively on increasing computing power, efforts should concentrate on designing specialized business applications rooted in the needs of research, healthcare, and industry.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77d1500 elementor-widget elementor-widget-heading\" data-id=\"77d1500\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Architecture serving strategic autonomy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc91170 elementor-widget elementor-widget-text-editor\" data-id=\"fc91170\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Achieving independence does not rely on using a monolithic tool, but on deploying intelligent structures.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The example of Dassault Syst\u00e8mes highlights this approach: by orchestrating a multitude of specialized models, each fulfilling a defined role, it becomes possible to guarantee high-level results. This approach drastically reduces dependence on a single provider.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This organizational model thus makes it possible to reconcile technical performance requirements with sovereignty imperatives.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56a813e elementor-widget elementor-widget-heading\" data-id=\"56a813e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Trust as the cornerstone of European AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24f9355 elementor-widget elementor-widget-text-editor\" data-id=\"24f9355\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The emergence of trustworthy European AI does not depend on a single factor, but on a synergy of requirements: controlled infrastructure, a robust ethical framework, the use of company-specific data, strong technological capabilities, and the development of concrete use cases.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The continent already has the expertise and partners needed to win this race. The main challenge now is to unite these strengths behind a common goal: to build AI that protects sovereignty, performs on a global scale, and is widely integrated into our economies.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7ec77c elementor-widget elementor-widget-heading\" data-id=\"c7ec77c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key takeaways<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04cdbf3 elementor-widget elementor-widget-heading\" data-id=\"04cdbf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Sovereignty starts with control of infrastructure<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8af1ff9 elementor-widget elementor-widget-text-editor\" data-id=\"8af1ff9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Europe cannot claim autonomous AI without controlling the entire technological stack, from hardware (especially GPUs) to software. Today, dependence on foreign players weakens its capacity for innovation. The priority is therefore to strengthen industrial capabilities and build sovereign infrastructure, an essential condition for independent decision-making and sustainable innovation.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a10c27 elementor-widget elementor-widget-heading\" data-id=\"0a10c27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Trust and ethics become a competitive advantage<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb7cabc elementor-widget elementor-widget-text-editor\" data-id=\"fb7cabc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">European AI must differentiate itself through reliability. This requires strong guarantees: human oversight, security, transparency, respect for data and intellectual property. The challenge is no longer just to make AI work, but to prove that it is trustworthy. This requirement can become a lever for competitiveness against other global powers.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f588a3 elementor-widget elementor-widget-heading\" data-id=\"3f588a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Impact depends on real-world use cases and performance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d86675 elementor-widget elementor-widget-text-editor\" data-id=\"6d86675\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Beyond sovereignty, Europe must create real value. This involves business use cases (industry, healthcare, etc.), leveraging company-specific data, and efficient architectures (such as specialized models rather than a single general model). The dual objective is to accelerate adoption and deliver globally competitive solutions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These three pillars infrastructure, trust, and use cases together form the foundation of a European AI that is sovereign, credible, and high-performing.<\/span><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence is now entering the stage of industrialization. Beyond technical challenges, this scaling phase raises&hellip;<\/p>\n","protected":false},"author":1,"featured_media":15941,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[395,368,35,356],"tags":[],"class_list":["post-15951","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-outscale-experiences","category-sovereignty","category-tech"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Infrastructure, trust and use cases: discover the pillars needed to deploy sovereign, trustworthy and high-performing AI in Europe.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"OUTSCALE\"\/>\n\t<link rel=\"canonical\" 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