{"id":18635,"date":"2026-05-27T15:21:39","date_gmt":"2026-05-27T14:21:39","guid":{"rendered":"https:\/\/www.collana.com\/?p=18635"},"modified":"2026-06-02T08:58:44","modified_gmt":"2026-06-02T07:58:44","slug":"regulated-industries-ai","status":"publish","type":"post","link":"https:\/\/www.collana.com\/en\/blog\/kuenstliche-intelligenz\/regulierte-branchen-ki\/","title":{"rendered":"Regulated industries: Introducing AI and cloud in compliance"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"18635\" class=\"elementor elementor-18635\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a004c76 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"a004c76\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-144305fe e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"144305fe\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-690d891d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"690d891d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4836f26f elementor-widget elementor-widget-post-info\" data-id=\"4836f26f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-325d402 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tags\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.941 225.941L286.059 14.059A48 48 0 0 0 252.118 0H48C21.49 0 0 21.49 0 48v204.118a48 48 0 0 0 14.059 33.941l211.882 211.882c18.744 18.745 49.136 18.746 67.882 0l204.118-204.118c18.745-18.745 18.745-49.137 0-67.882zM112 160c-26.51 0-48-21.49-48-48s21.49-48 48-48 48 21.49 48 48-21.49 48-48 48zm513.941 133.823L421.823 497.941c-18.745 18.745-49.137 18.745-67.882 0l-.36-.36L527.64 323.522c16.999-16.999 26.36-39.6 26.36-63.64s-9.362-46.641-26.36-63.64L331.397 0h48.721a48 48 0 0 1 33.941 14.059l211.882 211.882c18.745 18.745 18.745 49.137 0 67.882z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/www.collana.com\/en\/kategorie\/kuenstliche-intelligenz\/\" class=\"elementor-post-info__terms-list-item\">Artificial intelligence<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e89c724 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"3e89c724\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Regulated industries: Introducing AI and cloud in compliance<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19204008 e-con-full e-transform e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"19204008\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_transform_translateX_effect&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_tablet&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_mobile&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50cb593c elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"50cb593c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"600\" src=\"https:\/\/www.collana.com\/wp-content\/uploads\/2026\/05\/ki-cloud-compliance-regulierte-branchen.webp\" class=\"attachment-full size-full wp-image-18636\" alt=\"A thoughtful, middle-aged businessman with glasses and grey hair sits relaxed on a sofa and works intently on a laptop - symbolic of the strategic approach to AI compliance in regulated industries.\" srcset=\"https:\/\/www.collana.com\/wp-content\/uploads\/2026\/05\/ki-cloud-compliance-regulierte-branchen.webp 900w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/05\/ki-cloud-compliance-regulierte-branchen-300x200.webp 300w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/05\/ki-cloud-compliance-regulierte-branchen-768x512.webp 768w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/05\/ki-cloud-compliance-regulierte-branchen-18x12.webp 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4bff0410 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"4bff0410\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e020b52 elementor-widget elementor-widget-wpr-breadcrumbs-pro\" data-id=\"7e020b52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-breadcrumbs-pro.default\">\n\t\t\t\t\t<div class=\"wpr-post-breadcrumbs\"><ul class=\"wpr-breadcrumbs\"><li><a href=\"https:\/\/www.collana.com\/en\/\">Home page<\/a><\/li><li>\/<\/li><li>Regulated industries: Introducing AI and cloud in compliance<\/li><\/ul><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2aa4131 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"2aa4131\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-43d15574 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"43d15574\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3637e28a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"3637e28a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-44e6b3fe e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"44e6b3fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-206f0711 elementor-widget elementor-widget-heading\" data-id=\"206f0711\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Digital transformation in pharma, biotech and medical technology<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5001d79 elementor-widget elementor-widget-text-editor\" data-id=\"5001d79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Regulated industries can use AI and the cloud safely if they do not introduce new technologies in isolation, but combine them with clear responsibilities, controlled data processes and traceable decisions from the outset.<\/p>\n<p>This is creating a new form of digital transformation, particularly in pharma, biotech, medical technology and animal health. It is no longer just about making modern technologies available more quickly. The decisive factor is whether companies can shape innovation in such a way that it remains sustainable in the long term even under regulatory requirements - GxP, EU AI Act, FDA 21 CFR Part 11.<\/p>\n<p>AI and the cloud promise speed, automation and new ways of handling data. At the same time, they increase the requirements for transparency, documentation and control. Anyone who considers these two perspectives separately risks new complexity. Thinking about them together creates the basis for a resilient digital architecture.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6df21fcb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"6df21fcb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20455082 elementor-widget elementor-widget-heading\" data-id=\"20455082\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What companies need to clarify before implementation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65be7d05 elementor-widget elementor-widget-text-editor\" data-id=\"65be7d05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Many companies start with AI via individual use cases: an assistant for documents, automatic classification, a forecast in the quality environment or a tool for analysing large amounts of data. This is understandable because the benefits should be quickly visible.<\/p>\n<p>In a regulated environment, however, this view is not enough. An AI application is rarely just a single tool. It utilises data, generates results, influences decisions and is often linked to existing systems. This automatically creates a link to processes, responsibilities and regulatory evidence.<\/p>\n<p>Companies should therefore clarify this early on:<\/p>\n<ul>\n<li>What data may be used for AI - and is it documented in a GxP-compliant manner?<\/li>\n<li>Who is responsible for results and decisions?<\/li>\n<li>How are models tested, versioned and monitored?<\/li>\n<li>Which changes need to be documented as part of change management?<\/li>\n<li>When is human oversight required for regulatory purposes?<br><br><\/li>\n<\/ul>\n<p>The difference between an experiment and a resilient AI deployment does not lie in the technology alone. It lies in the ability to bring together benefit, risk and responsibility in a clean way.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7d200b elementor-widget elementor-widget-heading\" data-id=\"e7d200b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Explainable AI and human oversight: requirements in the GxP environment<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e7ca294 elementor-widget elementor-widget-text-editor\" data-id=\"3e7ca294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Traditional software follows defined rules. AI systems work differently: they are based on data, training levels, probabilities and models that cannot always be explained linearly. This is precisely what makes them particularly challenging in a regulated environment.<\/p><p>In practice, Explainable AI (XAI) does not mean that every technical detail of a model has to be explained in a generally understandable way. However, companies must be able to demonstrate why an AI system is used in a specific context, what data it is based on and how results are verified.<\/p><p><strong>Particularly relevant here are:<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f86bbc9 elementor-widget elementor-widget-text-editor\" data-id=\"2f86bbc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Responsible AI: <\/strong>Clear rules for ethically acceptable, non-discriminatory modelling results<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ffe1dab elementor-widget elementor-widget-text-editor\" data-id=\"1ffe1dab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Explainable AI: <\/strong>Traceability of modelling decisions for auditors and specialist departments<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cafa1c4 elementor-widget elementor-widget-text-editor\" data-id=\"6cafa1c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Human Oversight: <\/strong>Defined checkpoints at which people evaluate and approve results<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f541a49 elementor-widget elementor-widget-text-editor\" data-id=\"1f541a49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Training and test data: <\/strong>Complete documentation of origin, version and quality<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d3b08f elementor-widget elementor-widget-text-editor\" data-id=\"1d3b08f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Model and system changes: <\/strong>Audit-proof change management analogue to Computer System Validation (CSV)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3537eb8 elementor-widget elementor-widget-text-editor\" data-id=\"3537eb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Limits of automated decisions: <\/strong>Clear definition of which decisions always require human approval<\/p>\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-51b267b0 elementor-widget elementor-widget-text-editor\" data-id=\"51b267b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In a regulated environment, AI must not become a black box in the process. It must be embedded in such a way that people can understand, evaluate and take responsibility for decisions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ae74cbe elementor-widget elementor-widget-heading\" data-id=\"4ae74cbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Cloud compliance in pharma and biotech: who is responsible?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43d0efc elementor-widget elementor-widget-text-editor\" data-id=\"43d0efc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Cloud and SaaS solutions are changing the way business systems are operated. Infrastructure, technical maintenance and certain security mechanisms lie more with the provider. However, the regulatory responsibility for the company's own processes, data and evidence remains with the company.<\/p><p>This is particularly relevant because modern cloud platforms are constantly evolving. New functions, updates and technical changes occur more frequently than in traditional on-premises environments. For regulated companies, this requires a different operating model - no higher risk, but more governance.<\/p><p>Instead of viewing the cloud merely as an IT infrastructure, pharmaceutical companies and medical technology manufacturers should see it as part of their compliance model. This includes:<\/p><ul><li>Supplier evaluation according to GxP requirements (Supplier Qualification)<\/li><li>Clear responsibilities between IT, quality management and specialist departments<\/li><li>Coordinated change processes for cloud updates and new functions<\/li><li>Evaluation of which cloud changes have an impact on validated processes<\/li><li>Complete documentation for audits by EMA, FDA or notified bodies<br \/><br \/><\/li><\/ul><p>The cloud can make companies faster, more scalable and more flexible. But it does not exempt them from ensuring the validated and controlled status of their business-critical processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-239404f elementor-widget elementor-widget-heading\" data-id=\"239404f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Continuous compliance: why AI and the cloud require a new operating model<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a848841 elementor-widget elementor-widget-text-editor\" data-id=\"a848841\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Many compliance models originate from a world in which systems remained stable over a long period of time. A project was implemented, validated and then further developed using defined change processes. AI and cloud landscapes work more dynamically.<\/p><p>Data changes. Models are customised. Systems receive regular updates. This makes compliance less of a one-off project phase and more of a permanent operational task - continuous compliance instead of one-off validation.<\/p><p>In practice, this means<\/p><ul><li>Changes must be continuously evaluated - including automatically imported cloud releases.<\/li><li>Risks must be clearly documented before new functions go live.<\/li><li>Tests should be risk-based where they affect GxP-relevant processes.<\/li><li>Responsibilities must not be clarified in the audit.<\/li><li>Data quality must be permanently monitored - as a basis for AI and automation.<br \/><br \/><\/li><\/ul><p>The decisive factor is whether companies can operate technology in a controlled manner in the long term - not just whether they have introduced it correctly.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6071aa28 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"6071aa28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6339b807 elementor-widget elementor-widget-heading\" data-id=\"6339b807\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI governance for regulated companies:\n<br>6 questions that every organisation must answer<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14885327 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"14885327\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Modern governance for AI and the cloud should not be seen as an additional administrative burden. It is the framework that makes innovation scalable in the first place.<\/p><p>Models that are too rigid slow down innovation. Models that are too loose jeopardise traceability and compliance. Successful companies create guard rails within which new technologies can be used safely.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dba53ee elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3dba53ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Which AI use cases are suitable from a technical and regulatory perspective?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Which data sources may be used?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>How are models, prompts or AI services versioned and documented?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Who makes the final decision - IT, specialist department, quality management or compliance?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>How are cloud updates and AI changes assessed for their regulatory impact?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>What evidence must be available for audits?<\/b><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41ed886 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"41ed886\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The result is not a control apparatus for the sake of control. The result is an operating model that combines speed and regulatory security.<\/p>\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-06ee5d5 elementor-widget elementor-widget-heading\" data-id=\"06ee5d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">EU AI Act and Forrester study: What regulated industries need to know now<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08afbfa elementor-widget elementor-widget-text-editor\" data-id=\"08afbfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The EU AI Act creates a binding legal framework for artificial intelligence in Europe for the first time. This is particularly relevant for regulated industries: AI applications in medical devices, pharmaceutical production or clinical decision support systems can be categorised as high-risk AI under Article 6 - with corresponding requirements for transparency, documentation, human oversight and technical robustness.<\/p><p>For companies, this means that AI strategies not only need technical architecture, but also organisational maturity. Anyone who introduces AI today without considering the regulatory dimension risks subsequent requalifications and compliance gaps.<\/p><p>Market analyses also underpin this correlation. The Microsoft Dynamics 365 Total Economic Impact\u2122 report by Forrester shows that standardised processes, greater transparency and reduced manual effort generate considerable economic effects - and that these very factors also strengthen compliance and efficiency in a regulated environment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9169413 elementor-widget elementor-widget-heading\" data-id=\"9169413\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Frequently asked questions &amp; their answers<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-602f987c elementor-widget__width-auto elementor-widget elementor-widget-n-accordion\" data-id=\"602f987c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:300,&quot;sizes&quot;:[]},&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1610\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1610\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> What is Explainable AI in a regulated environment? <\/h3><\/span>\n\t\t\t\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1610\" class=\"elementor-element elementor-element-3d3fdac0 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"3d3fdac0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-660d32f9 elementor-widget elementor-widget-text-editor\" data-id=\"660d32f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"feature\"><p>Explainable AI (XAI) refers to the ability of an AI system to present its decision-making principles in a way that is comprehensible to humans. In a regulated environment, this means that companies must document why an AI model is used, what data it utilises and how results are verified - comparable to the verification requirements under EU GMP Annex 11.<\/p><\/div><div class=\"feature\"><div class=\"feature__header\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1611\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1611\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> What does the EU AI Act require of pharmaceutical and medical technology companies? <\/h3><\/span>\n\t\t\t\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1611\" class=\"elementor-element elementor-element-5a959d75 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"5a959d75\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-76de14f7 elementor-widget elementor-widget-text-editor\" data-id=\"76de14f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"feature\"><p>The EU AI Act categorises AI systems according to risk classes. AI in medical devices, clinical decision-making systems or critical infrastructure is often considered high-risk AI (Art. 6). These systems are subject to obligations regarding transparency, technical documentation, human oversight and conformity assessment - much of which overlaps with existing GxP requirements.<\/p><\/div><div class=\"feature\"><div class=\"feature__header\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1612\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1612\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Does a cloud system have to be revalidated when the provider installs an update? <\/h3><\/span>\n\t\t\t\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1612\" class=\"elementor-element elementor-element-da4effc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"da4effc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46c9c895 elementor-widget elementor-widget-text-editor\" data-id=\"46c9c895\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"feature\"><p class=\"feature__content\">Not mandatory, but it must be assessed. Risk-based change management means that every update is checked for its impact on GxP-relevant processes. If the impact is low, a documented risk assessment is sufficient. If the update affects validated processes, a targeted requalification step is required.<\/p><\/div><div class=\"feature\"><div class=\"feature__header\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5268945 elementor-widget elementor-widget-heading\" data-id=\"5268945\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion: Why compliance is the real enabler for AI in regulated companies<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79a8912 elementor-widget elementor-widget-text-editor\" data-id=\"79a8912\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI and the cloud are fundamentally changing regulated companies. They open up new opportunities to automate processes, make knowledge more usable and make more data-based decisions. At the same time, they are increasing the requirements for responsibility, traceability and control.<\/p><p>Successful deployment is therefore not the result of individual tools, but of a clear interplay of technology, data quality, governance and operating model.<\/p><p>Compliance is not the opposite of innovation. Properly understood, it is its prerequisite: it ensures that AI remains permanently usable, auditable and accountable in the regulated environment - and thus becomes scalable in the first place.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ca2737 elementor-widget elementor-widget-button\" data-id=\"6ca2737\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.collana.com\/en\/branchen\/prozessindustrie-regulierte-branchen\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To our services for regulated industries<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-11f7ffe6 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"11f7ffe6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-271e9fcd e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"271e9fcd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12e57760 elementor-widget elementor-widget-heading\" data-id=\"12e57760\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Share this article<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52f6a1db elementor-share-buttons--view-icon-text elementor-share-buttons--skin-gradient elementor-share-buttons--shape-square elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"52f6a1db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_x-twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on x-twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-x-twitter\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tFacebook\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_whatsapp\" role=\"button\" tabindex=\"0\" aria-label=\"Share on whatsapp\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-whatsapp\" viewbox=\"0 0 448 512\" 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3.2-26.4-1.3-2.5-5-3.9-10.5-6.6z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tWhatsApp\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32febed3 e-con-full elementor-hidden-mobile e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"32febed3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79d94874 elementor-widget elementor-widget-heading\" data-id=\"79d94874\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our latest news<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58030672 elementor-grid-1 elementor-posts--thumbnail-none elementor-grid-tablet-1 elementor-grid-mobile-1 elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"58030672\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;1&quot;,&quot;cards_columns_tablet&quot;:&quot;1&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-20459 nachrichten type-nachrichten status-publish has-post-thumbnail hentry category-unternehmensinformationen tag-news\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/nachrichten\/netwise-schliesst-sich-der-collana-an\/\" >\n\t\t\t\tPolish company Netwise S.A. joins the collana Group\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Home \/ Polish company Netwise S.A. joins the collana Group The<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/nachrichten\/netwise-schliesst-sich-der-collana-an\/\" aria-label=\"Read more about Polish company Netwise S.A. joining the collana Group\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tPaul M.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t13 August 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-19912 nachrichten type-nachrichten status-publish has-post-thumbnail hentry category-unternehmensinformationen tag-news\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/nachrichten\/neuer-techpodcast-coreshift-by-collana\/\" >\n\t\t\t\tCoreShift by collana: New tech podcast launched\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The collana Group has launched the video podcast \u2018CoreShift by collana\u2019. The topics covered are: AI, digitalisation and transformation.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/nachrichten\/neuer-techpodcast-coreshift-by-collana\/\" aria-label=\"Read more about CoreShift by collana: New tech podcast launched\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tPaul M.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t31 July 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-19373 nachrichten type-nachrichten status-publish has-post-thumbnail hentry category-unternehmensinformationen tag-microsoft-solutions-partner\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/nachrichten\/collana-microsoft-solutions-partner\/\" >\n\t\t\t\tThe collana Group has now secured all six Microsoft Solutions Partner designations\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The collana Group has achieved a milestone that few Microsoft partners can boast: as a group of companies, it now holds all six available Microsoft Solutions Partner designations and is therefore automatically awarded the coveted \u201eMicrosoft Solutions Partner for Microsoft Cloud\u201c distinction.<br \/>\nThis status is not down to any single area of expertise, but rather to the combined expertise of the Group\u2019s ten specialist subsidiaries: from ERP implementations in manufacturing, retail and the healthcare sector, through bespoke software development, to business intelligence and AI solutions.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/nachrichten\/collana-microsoft-solutions-partner\/\" aria-label=\"Read more about the collana Group achieving all six Microsoft Solutions Partner designations\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tPaul M.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t2 July 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c851baa e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"c851baa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2c3e01c6 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"2c3e01c6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2f41e850 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"2f41e850\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d80e3a8 elementor-widget__width-initial text-left elementor-widget elementor-widget-tp-heading-title\" data-id=\"1d80e3a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t\t<div class=\"heading heading_style heading_style6ab1d0e75c948 style-1\"  data-tp-gsap-heading-text=\"\" data-tp-gsap-sub-heading-text=\"\"><div class=\"sub-style\" ><div class=\"head-title\" > <h1  class=\"heading-title\"  data-hover=\"Best Choice\">Best Choice<span class=\"title-s\"> for Smart Businesses <\/span><\/h1><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44b2686a elementor-widget elementor-widget-global elementor-global-17122 elementor-widget-html\" data-id=\"44b2686a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"collana-hs\">\n  <script src=\"https:\/\/js-eu1.hsforms.net\/forms\/embed\/developer\/27083800.js\" defer><\/script>\n  <div class=\"hs-form-html\"\n       data-region=\"eu1\"\n       data-form-id=\"0afa9f36-557f-45cd-bfcb-0879b2d988cf\"\n       data-portal-id=\"27083800\"><\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20c92f09 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"20c92f09\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>AI and the cloud offer regulated companies real opportunities - but only if governance, data quality and the operating model are considered from the outset. What pharma, biotech and medical technology companies need to consider when introducing AI.<\/p>","protected":false},"author":25,"featured_media":18636,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[61,60,59,58],"branche":[],"technologie":[],"class_list":["post-18635","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kuenstliche-intelligenz","tag-cloud","tag-compliance","tag-ki","tag-regulierte-branchen"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/18635","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/comments?post=18635"}],"version-history":[{"count":74,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/18635\/revisions"}],"predecessor-version":[{"id":19516,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/18635\/revisions\/19516"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/media\/18636"}],"wp:attachment":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/media?parent=18635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/categories?post=18635"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/tags?post=18635"},{"taxonomy":"branche","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/branche?post=18635"},{"taxonomy":"technologie","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/technologie?post=18635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}