{"id":88653,"date":"2026-08-03T08:00:00","date_gmt":"2026-08-03T06:00:00","guid":{"rendered":"https:\/\/www.mitsm.de\/wissen\/wie-baut-man-eine-ki-governance-struktur-im-unternehmen-auf\/"},"modified":"2026-08-21T10:54:36","modified_gmt":"2026-08-21T08:54:36","slug":"wie-baut-man-eine-ki-governance-struktur-im-unternehmen-auf","status":"publish","type":"knowledge","link":"https:\/\/www.mitsm.de\/wissen\/wie-baut-man-eine-ki-governance-struktur-im-unternehmen-auf\/","title":{"rendered":"Wie baut man eine KI-Governance-Struktur im Unternehmen auf?"},"content":{"rendered":"<p>Building an AI governance structure in your company means defining clear responsibilities, policies, control mechanisms, and processes for the entire lifecycle of AI systems. This applies to both the technical and the organisational level. The following questions clarify the most important building blocks, responsibilities, and implementation steps in detail.<\/p>\n<h2>What components make up an AI governance structure?<\/h2>\n<p>An AI governance structure consists of four core areas: a documented AI policy, clearly assigned roles and responsibilities, a risk management process, and mechanisms for monitoring and continuous improvement. Together, these elements form the framework within which companies can deploy AI systems responsibly.<\/p>\n<p>In detail, a complete AI governance structure includes the following components:<\/p>\n<ul>\n<li><strong>AI policy:<\/strong> A written set of rules describing how AI is handled within the company, reviewed regularly for suitability and currency<\/li>\n<li><strong>Roles and responsibilities:<\/strong> Defining who in the company makes which decisions about AI systems and who is responsible for their operation<\/li>\n<li><strong>Risk assessment:<\/strong> Systematic analysis of potential risks that AI systems pose to those affected, the organisation, and society<\/li>\n<li><strong>Reporting procedures:<\/strong> A structured process through which employees can report concerns about AI systems throughout their entire lifecycle<\/li>\n<li><strong>Resource planning:<\/strong> Ensuring that sufficient human, technical, and financial resources are available for safe AI operation<\/li>\n<li><strong>Performance evaluation and improvement:<\/strong> Regular review of whether AI systems are meeting their defined objectives and whether adjustments are needed<\/li>\n<\/ul>\n<p>This framework is aligned with the international standard ISO 42001, which defines minimum requirements for an AI management system. The standard structures these requirements into chapters such as organisational context, leadership, planning, operation, and improvement.<\/p>\n<h2>Why do companies need an AI governance structure?<\/h2>\n<p>Companies need an AI governance structure because the uncontrolled use of AI systems creates legal, ethical, and economic risks that cannot be managed without regulated processes and responsibilities. With the EU AI Act, binding requirements will apply from 2026 onwards that cannot be met without a functioning governance structure.<\/p>\n<p>Beyond regulatory compliance, there are further reasons for structured AI governance:<\/p>\n<ul>\n<li><strong>Building trust:<\/strong> Customers, partners, and authorities expect demonstrably responsible handling of AI. Documented governance creates transparency.<\/li>\n<li><strong>Limiting risks:<\/strong> Faulty or discriminatory AI decisions can lead to reputational damage, liability claims, and regulatory sanctions.<\/li>\n<li><strong>Increasing efficiency:<\/strong> Clear processes and responsibilities reduce friction in the introduction and operation of AI systems.<\/li>\n<li><strong>Securing competitive advantage:<\/strong> An AIMS certification under ISO 42001 can be used as a unique selling point with customers and partners.<\/li>\n<\/ul>\n<p>In short: AI governance is not a bureaucratic overhead, but a strategic prerequisite for the sustainable and safe use of AI in the company.<\/p>\n<h2>How does AI governance differ from IT governance?<\/h2>\n<p>AI governance differs from IT governance primarily in that it addresses specific risks arising from the autonomous, learning, and difficult-to-predict behaviour of AI systems. IT governance regulates the safe and efficient use of information technology in general, while AI governance additionally covers ethical, societal, and regulatory dimensions.<\/p>\n<p>The following specific differences arise:<\/p>\n<ul>\n<li><strong>Subject matter:<\/strong> IT governance deals with systems, infrastructure, and processes. AI governance focuses on systems that independently make decisions or generate predictions.<\/li>\n<li><strong>Risk profile:<\/strong> AI-specific risks such as algorithmic bias, opacity, and unintended discrimination do not exist in classical IT governance.<\/li>\n<li><strong>Regulatory framework:<\/strong> AI systems are subject to their own legal requirements, in particular through the EU AI Act and the GDPR when personal data is processed.<\/li>\n<li><strong>Lifecycle perspective:<\/strong> AI governance explicitly considers the entire lifecycle of an AI system, from development through operation to decommissioning.<\/li>\n<\/ul>\n<p>In practice, AI governance complements existing IT governance without replacing it. Both structures should be coordinated with each other to avoid duplication and close gaps.<\/p>\n<h2>Who is responsible for AI governance in the company?<\/h2>\n<p>Responsibility for AI governance rests at several levels: top management bears overall responsibility and must demonstrate leadership and commitment to the AI management system. Operationally, responsibility is exercised through defined AI roles at the specialist and project level, often consolidated in a function such as the AI Officer.<\/p>\n<p>Typical roles within an AI governance structure include:<\/p>\n<ul>\n<li><strong>Top management:<\/strong> Adopts the AI policy, provides resources, and bears strategic responsibility<\/li>\n<li><strong>AI Officer:<\/strong> Coordinates the operational implementation of AI governance, monitors compliance with the AI policy, and serves as the contact person for internal and external stakeholders<\/li>\n<li><strong>AI developers and system operators:<\/strong> Bear responsibility for the technical security and compliant use of AI systems<\/li>\n<li><strong>Data Protection Officer:<\/strong> Evaluates AI systems from a data protection perspective, particularly when personal data is processed<\/li>\n<li><strong>Employees:<\/strong> Are required to communicate concerns through a defined reporting procedure and to use AI tools only for approved use cases<\/li>\n<\/ul>\n<p>It is important that these roles and responsibilities are documented in writing and officially assigned to the relevant individuals. Without documented responsibilities, AI governance remains ineffective.<\/p>\n<h2>How do you implement AI governance step by step?<\/h2>\n<p>AI governance is introduced step by step, beginning with an inventory of current AI usage, followed by the development of an AI policy, the assignment of roles, the establishment of a risk management system, and the setting up of monitoring and improvement processes. The structure is guided by the framework of ISO 42001.<\/p>\n<h3>Step 1: Context and inventory<\/h3>\n<p>First, the company analyses which AI systems are already in use, which are planned, and which internal and external requirements apply. This includes identifying relevant stakeholders and defining the scope of the AI management system.<\/p>\n<h3>Step 2: Define AI policy and objectives<\/h3>\n<p>Based on the inventory, top management develops an AI policy that formulates principles for the responsible use of AI. In addition, measurable AI objectives are defined that align with the policy, are communicated, and are reviewed regularly.<\/p>\n<h3>Step 3: Assign roles and provide resources<\/h3>\n<p>Clear responsibilities are documented in writing. At the same time, the company plans which human, technical, and financial resources are needed for safe AI operation and makes these available.<\/p>\n<h3>Step 4: Establish risk management and controls<\/h3>\n<p>A systematic risk assessment is carried out for all relevant AI systems. On this basis, risk treatment measures are defined. For high-risk AI systems within the meaning of the EU AI Act, human oversight mechanisms and logging obligations must additionally be implemented.<\/p>\n<h3>Step 5: Monitoring, reporting procedures, and improvement<\/h3>\n<p>Finally, the company establishes processes for performance evaluation, including internal audits and regular reviews of the AI policy. A documented reporting procedure enables employees to raise concerns about AI systems. Identified weaknesses feed into a continuous improvement process.<\/p>\n<h2>What role does the EU AI Act play in corporate AI governance?<\/h2>\n<p>The EU AI Act establishes binding requirements that directly determine how companies must structure their AI governance. In particular, operators of high-risk AI systems face concrete obligations that cannot be fulfilled without a functioning governance structure.<\/p>\n<p>The key obligations for operators of high-risk AI systems include:<\/p>\n<ul>\n<li>Ensuring operation in accordance with the provider&#8217;s instructions for use<\/li>\n<li>Implementing human oversight mechanisms<\/li>\n<li>Continuous monitoring and reporting to providers<\/li>\n<li>Obligation to report serious incidents<\/li>\n<li>Six-month retention of automated logs (log files)<\/li>\n<li>Carrying out a data protection impact assessment under the GDPR<\/li>\n<li>Obligation to inform those affected by automated decisions<\/li>\n<\/ul>\n<p>The <a href=\"https:\/\/www.mitsm.de\/beratung\/iso-42001-audit\/\">AIMS certification under ISO 42001<\/a> offers companies a recognised framework for systematically meeting these legal requirements. Companies that have built an AI management system in line with ISO 42001 are well positioned to demonstrate compliance with the requirements of the EU AI Act. Both frameworks complement each other: the EU AI Act defines the legal minimum, while ISO 42001 provides the structural methodology for implementation.<\/p>\n<p>For companies that are still at the beginning, a gap analysis is recommended as a first step: which requirements of the EU AI Act apply to your own AI systems? Which of these are already covered by existing processes? This analysis forms the basis for a realistic implementation plan.<\/p>\n<h2>How mITSM helps you build your AI governance<\/h2>\n<p>We at mITSM support specialists, managers, and companies in building the knowledge needed for effective AI governance. As a specialised training provider with more than 20 years of experience in IT management, we offer practical training courses that directly address the requirements of the EU AI Act and ISO 42001.<\/p>\n<p>Our offering in the area of AI governance and AI compliance includes:<\/p>\n<ul>\n<li><strong>AI Officer according to ISO 42001:<\/strong> Training on the introduction and operation of an AI management system, including roles, risk management, and compliance requirements<\/li>\n<li><strong>AI Manager:<\/strong> Comprehensive training on AI strategy, AI governance, change management, and AI compliance including the EU AI Act and GDPR<\/li>\n<li><strong>AIMS Auditor:<\/strong> Training to conduct internal and external audits of AI management systems<\/li>\n<li><strong>Personal certifications via ICO-Cert:<\/strong> Recognised personal certifications that tangibly increase your market value in the job market<\/li>\n<li><strong>Flexible formats:<\/strong> In-person training, online live training, or in-house training at your location at 11 sites across Germany<\/li>\n<\/ul>\n<p>Find out more about our <a href=\"https:\/\/www.mitsm.de\/schulung\/ki-kompetenz\/\">training portfolio in the field of AI<\/a> on our website. If you would like to specifically check whether your company already meets the requirements of ISO 42001, find out about our <a href=\"https:\/\/www.mitsm.de\/beratung\/iso-42001-audit\/\">ISO 42001 audit offering<\/a>. Get in touch with us and start your journey towards demonstrably responsible AI governance.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>KI-Governance strukturiert einf\u00fchren: Rollen, Risiken &#038; EU AI Act \u2013 so gelingt der Aufbau Schritt f\u00fcr Schritt.<\/p>\n","protected":false},"featured_media":84886,"parent":0,"menu_order":0,"template":"","tags":[],"knowledge_taxonomy":[3926],"class_list":["post-88653","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","knowledge_taxonomy-wissenssammlung-kuenstliche-intelligenz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Wie baut man eine KI-Governance-Struktur im Unternehmen auf? - mITSM<\/title>\n<meta name=\"description\" content=\"KI-Governance im Unternehmen aufbauen: Rollen, Risikomanagement &amp; ISO 42001 \u2013 jetzt EU AI Act-konform werden und Haftungsrisiken vermeiden.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mitsm.de\/wissen\/wie-baut-man-eine-ki-governance-struktur-im-unternehmen-auf\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Wie baut man eine KI-Governance-Struktur im Unternehmen auf? 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