{"id":97880,"date":"2025-04-30T11:12:59","date_gmt":"2025-04-30T09:12:59","guid":{"rendered":"https:\/\/diselva.com\/2025\/04\/30\/artificial_intelligence-inpractice\/"},"modified":"2025-09-22T16:32:52","modified_gmt":"2025-09-22T14:32:52","slug":"artificial-intelligence-in-practice","status":"publish","type":"post","link":"https:\/\/diselva.com\/en\/blog\/artificial-intelligence-in-practice\/","title":{"rendered":"Artificial intelligence (AI) in practice"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"\/de\/team\" rel=\"noopener\">Experts from diselva<\/a> are regularly asked <span>to share our know-how with decision-makers in practical formats<\/span> &#8211; be it in workshops, expert committees, associations or closed meetings of boards of directors or management. The focus is not on theoretical, academic constructs, but on sound experience from real projects. <\/p>\n\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\">Recently, we were invited by an <span>industry association<\/span> to give a <span>presentation<\/span> on the <span>use of AI in companies<\/span> . The target group: Decision-makers who feel that AI is relevant but are wondering: <em>Where to start? What am I missing? What does it do for my business in concrete terms?  <\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our presentation started right here:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Real examples instead of buzzwords:<\/strong> We don&#8217;t show <em>what would be possible<\/em>, but <em>what works<\/em>. From automated reporting to intelligent customer communication. <\/li>\n\n\n\n<li><strong>Strategic embedding:<\/strong> How AI projects can be successfully integrated into the corporate strategy and what prerequisites need to be created.<\/li>\n\n\n\n<li><strong>Practical experience:<\/strong> We report on specific projects that we have implemented together with companies from different industries.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">An example &#8230;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI is no longer an abstract topic of the future, but already a lived reality. It changes processes, products and business models on a daily basis. For managers, this means that the question is not whether, but how an organization faces up to this change and actively shapes it. However, this is not trivial, especially if there is no concrete use case yet or if business does not work hand in hand with IT (technology).   <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In compact and understandable presentations, we will show how AI already works in practice today and how a company can come up with concrete use cases. It is important to understand the basics and to recognize, create and use opportunities. After all, AI is not the same as classic software development.  <\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"841\" height=\"335\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/KI_vs_software_development_EN.png?resize=841%2C335&#038;quality=78&#038;ssl=1\" alt=\"AI vs Software development\" class=\"wp-image-5080\" srcset=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/KI_vs_software_development_EN.png?w=841&amp;quality=78&amp;ssl=1 841w, https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/KI_vs_software_development_EN.png?resize=768%2C306&amp;quality=78&amp;ssl=1 768w\" sizes=\"auto, (max-width: 841px) 100vw, 841px\" \/><\/figure>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">What leaders should know about AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">What is AI, how does it work, and how can I use it in my context? AI is more than technology. It is a <span>strategic instrument<\/span> \u2013 with potential for increasing efficiency, optimising costs and promoting innovation. But the key to success lies in the right application, data, architecture and organization.   <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Comparison of AI (AI), Machine Learning &amp; Deep Learning<\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"742\" height=\"381\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/KI_machine_learning_deep_learning_EN.png?resize=742%2C381&#038;quality=78&#038;ssl=1\" alt=\"AI - Machine Learning - Deep Learning\" class=\"wp-image-5082\"\/><\/figure>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Our approach to AI is &#8230;<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Explain comprehensibly instead of theoretically mechanize<\/li>\n\n\n\n<li>Tried and tested instead of hypothetical<\/li>\n\n\n\n<li>Relevant to the company instead of just visionary and aloof<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Three application examples with effect<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Automated reporting:<\/strong> Time savings in controlling through intelligent data preparation.<\/li>\n\n\n\n<li><strong>Intelligent customer communication<\/strong>: Chatbots and agents that simplify processes and increase quality &#8211; especially in service processes.<\/li>\n\n\n\n<li><strong>Document automation:<\/strong> Offer and contract texts at the touch of a button \u2013 consistent, fast and compliant.<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"898\" height=\"471\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Example_prompt_EN.png?resize=898%2C471&#038;quality=78&#038;ssl=1\" alt=\"Example Prompt\" class=\"wp-image-5084\" srcset=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Example_prompt_EN.png?w=898&amp;quality=78&amp;ssl=1 898w, https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Example_prompt_EN.png?resize=768%2C403&amp;quality=78&amp;ssl=1 768w\" sizes=\"auto, (max-width: 898px) 100vw, 898px\" \/><\/figure>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Unpleasant &#8211; but important: Legal and ethical foundations for the use of AI<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Managers bear responsibility \u2013 also in the introduction of technology. When using AI, there are therefore a few key framework conditions to consider: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Privacy: <\/strong>The Swiss FADP and the EU GDPR require transparency, consent and purpose limitation in data processing.<\/li>\n\n\n\n<li><strong>Explainability:<\/strong> Decisions made by AI systems must be comprehensible or, in certain cases, even explainable (&#8220;explainable AI&#8221;).<\/li>\n\n\n\n<li><strong>Fairness &amp; Anti-Discrimination: <\/strong>AI must not reinforce social or ethical distortions (&#8220;AI ethics&#8221;).<\/li>\n\n\n\n<li><strong>Copyright: <\/strong>Content created with generative AI raises new questions about intellectual property.<\/li>\n\n\n\n<li><strong>Responsibility &amp; Governance:<\/strong> Humans remain responsible \u2013 even if the machine cooperates.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"\/de\/\" rel=\"noopener\">diselva<\/a> supports companies in using <span>AI responsibly<\/span> \u2013 technically, organizationally and legally supported.<\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">The <strong>use of AI in Switzerland\/EU<\/strong> must take intgo account <strong>data protection, ethics, regulation, social impact and security<\/strong> in order to ensure <strong>transparency<\/strong>, <strong>fairness <\/strong>and <strong>social benefit<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Employees <\/strong>must be <strong>empowered <\/strong>by the company.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Respect <strong>copyright<\/strong>.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Cloverleaf_KI_EN-e1757012887289.png?w=1360&#038;quality=78&#038;ssl=1\" alt=\"Cloverleaf AI\" class=\"wp-image-5086\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How do we proceed?  <\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><strong>The diselva AI Excellence Framework<\/strong><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For ideas to become real results, structure is needed. With our field-tested framework, we support companies holistically: <\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"642\" height=\"341\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/diselva_AI_excellence_framework-1.png?resize=642%2C341&#038;quality=78&#038;ssl=1\" alt=\"diselva AI Excellence Framework\" class=\"wp-image-6048\"\/><\/figure>\n<\/div>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Discover- <\/strong>Identify strategic goals, lay the groundwork, analyze enterprise architecture<strong> <\/strong><\/li>\n\n\n\n<li><strong>Validat &#8211; <\/strong>Prioritize use cases, check the data situation, analyze risks and business fit<\/li>\n\n\n\n<li> <strong> Prototype- <\/strong>Develop, test, evaluate PoCs \u2013 and allow learning<\/li>\n\n\n\n<li> <strong> Scale- <\/strong>Deploy scalable, robust solutions and integrate with systems<\/li>\n\n\n\n<li> <strong> Sustain- <\/strong>Long-term governance, monitoring, ethical control, continuous optimization<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">The most important thing &#8211; concrete results and prototypes<\/h3>\n\n\n\n<div class=\"wp-block-group alignfull has-palette-color-3-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">The examplary machine learning model can be integrated and used in applications. It shows the importance and challenges in the area of data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, a web interface can be used to enter the parameters required for a forecast and the forecasts can be generated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Models can run on local devices with local data and do not necessarily require a cloud.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"403\" height=\"341\" src=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Machine_learning_beispiel_DE-1-e1757013589486.png?resize=403%2C341&#038;quality=78&#038;ssl=1\" alt=\"UI f\u00fcr Dachrinnenreinigungs-Prognose\" class=\"wp-image-6050\" srcset=\"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Machine_learning_beispiel_DE-1-e1757013589486.png?w=403&amp;quality=78&amp;ssl=1 403w, https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/07\/Machine_learning_beispiel_DE-1-e1757013589486.png?resize=400%2C338&amp;quality=78&amp;ssl=1 400w\" sizes=\"auto, (max-width: 403px) 100vw, 403px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">This approach helps <span>to balance opportunities and risks<\/span> \u2013 and to realize the <span>benefits of AI<\/span> in the long term.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We offer more than <span>impulses &#8211; we provide implementable solutions<\/span>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Workshops and lectures for management committees<\/li>\n\n\n\n<li>Potential analyses and feasibility studies<\/li>\n\n\n\n<li>Concrete implementation projects \u2013 together with you<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Conclusion: Think strategically, try it out and implement it.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Contact us \u2013 we look forward to exchanging ideas with you!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A compass for leaders<\/p>\n","protected":false},"author":268896785,"featured_media":111540,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","_crdt_document":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1551,1555,1557,1913,1559,1916,1914,1558,1937,1570,1574,1556,1914],"tags":[],"thema":[],"class_list":["post-97880","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-consulting","category-architecture-review","category-digitale-organisation","category-digital-transformation-assessment","category-digitale-transformation-strategie","category-expert-article","category-further-education-and-teaching","category-it-strategy","category-leader-2025","category-executive-support","category-technical-leadership-en","category-solution-software-architecture"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/diselva.com\/wp-content\/uploads\/2025\/09\/opengraph-diselva.png?fit=1200%2C630&quality=78&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/posts\/97880","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/users\/268896785"}],"replies":[{"embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/comments?post=97880"}],"version-history":[{"count":12,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/posts\/97880\/revisions"}],"predecessor-version":[{"id":113170,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/posts\/97880\/revisions\/113170"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/media\/111540"}],"wp:attachment":[{"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/media?parent=97880"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/categories?post=97880"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/tags?post=97880"},{"taxonomy":"thema","embeddable":true,"href":"https:\/\/diselva.com\/en\/wp-json\/wp\/v2\/thema?post=97880"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}