{"id":73423,"date":"2026-08-05T22:33:35","date_gmt":"2026-08-05T20:33:35","guid":{"rendered":"http:\/\/adiumento.local\/?page_id=73423"},"modified":"2026-08-05T22:33:35","modified_gmt":"2026-08-05T20:33:35","slug":"copilot-governance-shadow-ai","status":"publish","type":"page","link":"https:\/\/adiumento.de\/en\/themen\/regulatorik-sicher-umsetzen\/ki-governance\/copilot-governance-shadow-ai\/","title":{"rendered":"Copilot governance and Shadow AI"},"content":{"rendered":"<div class=\"wp-block-cover alignfull is-position-center-left service-page-hero is-light alignfull\" style=\"min-height:420px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" class=\"wp-block-cover__image-background wp-image-73454\" alt=\"KI-Governance und verantwortungsvolle KI\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance.png\" data-object-fit=\"cover\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance.png 1536w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-300x200.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-1024x683.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-768x512.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-18x12.png 18w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-dark-background-color has-background-dim-50 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container\"><p class=\"service-page-back is-layout-flow wp-block-cover-is-layout-flow\"><a href=\"https:\/\/adiumento.de\/en\/?page_id=73413\">\u2190 AI governance<\/a><\/p><h1 class=\"wp-block-heading\">Copilot governance and Shadow AI<\/h1><p class=\"has-medium-font-size wp-block-paragraph\"><strong>Place Copilot use on a reliable data, authorisation and operational basis.<\/strong><\/p><\/div><\/div>\n\n\n\n<div class=\"wp-block-group is-style-section-light service-page-orientation adiumento-passage is-layout-flow wp-block-group-is-layout-flow\"><p class=\"has-text-align-center service-orientation__text wp-block-paragraph\">This page covers Microsoft Copilot, Microsoft 365 Copilot, Copilot Chat and agents where they are used in or connected to the Microsoft 365 environment. A controlled introduction begins not with licence assignment but with readiness in terms of data, access, responsibilities and use. Microsoft 365 Copilot can reference content within existing permissions and policies; inappropriate sharing may therefore become more visible. Plugins, agents, connectors and additional data sources each require their own assessment. Governance therefore combines permission clean-up, information protection, policies, training, monitoring and a controlled lifecycle.<\/p>\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-neutral adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Relationship to services and technologies<\/h2>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-right service-media-text adiumento-themen-media\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance.png\" alt=\"KI-Governance und verantwortungsvolle KI\" class=\"wp-image-73454 size-full\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance.png 1536w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-300x200.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-1024x683.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-768x512.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/08\/adiumento-themen-ki-governance-18x12.png 18w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\">This is about the regulatory and operational control issues when using Copilot that is already planned or ongoing: permissible data, approvals, evidence and the handling of Shadow AI. You can find the start of the consultation and introduction in the solution <a href=\"https:\/\/adiumento.de\/en\/loesungen\/\">AI Readiness \/ Copilot Governance<\/a>.<\/p>\n<\/div><\/div>\n\n\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-light adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Background<\/h2>\n\n<p class=\"wp-block-paragraph\">Departments often use generative AI before central specifications, data classification or approval processes are established. Shadow AI refers here to non-coordinated or non-controlled AI use; the term is not a fixed legal term. It can lead to unclear data flows, incomprehensible decisions and inconsistent usage. A blanket ban rarely solves the underlying needs; An uncontrolled rollout, on the other hand, reinforces existing weaknesses in approvals and content ownership.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft describes the data access architecture for Microsoft 365 Copilot and the consideration of existing permissions, sharing settings and policies. Governance must therefore address both the AI scenario and the quality of the existing data and access control.<\/p>\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-neutral adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Technical context<\/h2>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-left service-media-text adiumento-themen-media\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10.png\" alt=\"Abstrakte Illustration: Shield\/Check und Dokumente in Blau.\" class=\"wp-image-73216 size-full\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-300x225.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-768x576.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\">Copilot Governance is the control of the entire usage cycle: needs and target image, data and authorisation readiness, release, secure use, monitoring, adjustment and orderly termination. It differs from a pure product configuration. The classification according to the EU AI Act or other requirements must also be assessed on a case-by-case basis and by the responsible specialist and legal functions.<\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Oversharing is a key operational risk: Content is not necessarily accessible without authorisation, but may be too widely visible due to historically broad groups, sharing links, unclear ownership, or broken permission inheritance. Microsoft describes, among other things, reports on data access governance, access restrictions and limited content recognition as possible technical aids.<\/p>\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-light adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">What companies need to clarify specifically<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>Which copilot and AI use cases have a comprehensible benefit and a responsible owner?<\/li>\n<li>Which data sources, groups, sites, agents and connectors are in the respective scope?<\/li>\n<li>Where are wide sharing, anonymous links, inactive or ownerless sites, and complex permissions?<\/li>\n<li>What content needs classification, protection or limits on discoverability?<\/li>\n<li>Who approves new use cases, checks exceptions and is responsible for training, monitoring and regular re-evaluation?<\/li>\n<\/ul>\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-neutral adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">From requirements to implementation<\/h2>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-right service-media-text adiumento-themen-media\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"768\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8.png\" alt=\"Abstrakte Illustration: KI\u2011Netzwerk und Datenplattform in Blau.\" class=\"wp-image-73211 size-full\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8.png 1344w, https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8-300x171.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8-1024x585.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8-768x439.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2025\/08\/adiumento-hero-ki-daten-8-18x10.png 18w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<div class=\"wp-block-group wp-block-coblocks-accordion adiumento-accordion is-layout-flow wp-block-group-is-layout-flow\">\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Assess readiness<\/summary><p class=\"wp-block-paragraph\"><strong>Risk:<\/strong> Copilot makes existing oversharing visible<br><strong>Organisational measure:<\/strong> Define scope, owner and risk criteria<br><strong>Technical implementation:<\/strong> Authorisation and approval evaluation<br><strong>Possible evidence:<\/strong> Readiness report, action list<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Limit data access<\/summary><p class=\"wp-block-paragraph\"><strong>Risk:<\/strong> Inappropriate discoverability of sensitive content<br><strong>Organisational measure:<\/strong> Access and Sharing Rules, Access Reviews<br><strong>Technical implementation:<\/strong> SharePoint\/OneDrive controls, group controls<br><strong>Possible evidence:<\/strong> Review protocols, authorisation statuses<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Apply information protection<\/summary><p class=\"wp-block-paragraph\"><strong>Risk:<\/strong> Sensitive data is used uncontrollably<br><strong>Organisational measure:<\/strong> Classification and DLP model<br><strong>Technical implementation:<\/strong> Labels, DLP, appropriate protection policies<br><strong>Possible evidence:<\/strong> Policy tests, incident reports<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Control usage<\/summary><p class=\"wp-block-paragraph\"><strong>Risk:<\/strong> Unsafe prompts or external AI use<br><strong>Organisational measure:<\/strong> AI Policy, Training, approval process<br><strong>Technical implementation:<\/strong> Tenant and app policies as needed<br><strong>Possible evidence:<\/strong> Training and approval records<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Monitor operations<\/summary><p class=\"wp-block-paragraph\"><strong>Risk:<\/strong> New risks remain undiscovered<br><strong>Organisational measure:<\/strong> Metrics, review and escalation process<br><strong>Technical implementation:<\/strong> Audit and security assessments<br><strong>Possible evidence:<\/strong> Review results, tickets<\/p><\/details>\n<\/div>\n\n<\/div><\/div>\n\n\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-light adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Limitations and dependencies<\/h2>\n\n<p class=\"wp-block-paragraph\">Copilot can take existing permissions and policies into account, but does not automatically correct inappropriate access models. Technical controls must work together with data quality, ownership, training and specialist processes. The scope of licenses and functions as well as the specific data connection must be checked before each implementation in the client.<\/p>\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-neutral adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Further official sources<\/h2>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-left service-media-text adiumento-themen-media\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-ki-strategie-use-cases-10.png\" alt=\"Abstrakte Illustration: Roadmap, Use-Cases und KI\u2011Chip in Blau.\" class=\"wp-image-73214 size-full\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-ki-strategie-use-cases-10.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-ki-strategie-use-cases-10-300x225.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-ki-strategie-use-cases-10-768x576.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-ki-strategie-use-cases-10-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/copilot\/microsoft-365\/microsoft-365-copilot-architecture-data-protection-auditing\">Microsoft 365 Copilot: data protection architecture and audit<\/a> \u2013 Microsoft Learn<\/li>\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/microsoft-365\/copilot\/secure-govern-copilot-foundational-deployment-guidance\">Securely deploy and control Microsoft 365 Copilot<\/a> \u2013 Microsoft Learn<\/li>\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/microsoft-365\/copilot\/get-ready-copilot-sharepoint-advanced-management\">Copilot readiness with SharePoint Advanced Management<\/a> \u2013 Microsoft Learn<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-light service-page-topics adiumento-passage adiumento-themen-faq is-layout-flow wp-block-group-is-layout-flow\"><p class=\"has-text-align-center service-section-kicker wp-block-paragraph\">Orientation<\/p>\n<h2 class=\"wp-block-heading has-text-align-center\">Frequently asked questions<\/h2>\n\n<div class=\"wp-block-group wp-block-coblocks-accordion adiumento-accordion is-layout-flow wp-block-group-is-layout-flow\">\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Does Copilot have access to all company data?<\/summary><p class=\"wp-block-paragraph\">Microsoft describes that Microsoft 365 Copilot can reference content to which the individual has authorized access. This does not mean that every release is technically appropriate. Permissions, sharing links, and content ownership should be checked before and during rollout.<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">How can Shadow AI be reduced?<\/summary><p class=\"wp-block-paragraph\">With a combined approach: understandable permitted usage paths, prioritised business use cases, training on data and prompts, clear approvals for tools and an escalation path for new needs. Monitoring and regular feedback show where rules or technical controls need to be adjusted.<\/p><\/details>\n\n<details class=\"wp-block-details wp-block-coblocks-accordion-item\"><summary class=\"wp-block-coblocks-accordion-item__title is-layout-flow wp-block-details-is-layout-flow\">Which pages complement this topic?<\/summary><p class=\"wp-block-paragraph\">GDPR and cloud practice <a href=\"\/en\/themen\/regulatorik-sicher-umsetzen\/datenschutz-informationsschutz\/dsgvo-it-cloud\/\">GDPR in IT and cloud<\/a>Classification and Purview treated <a href=\"\/en\/themen\/regulatorik-sicher-umsetzen\/datenschutz-informationsschutz\/datenklassifizierung-microsoft-purview\/\">Data classification and Microsoft Purview<\/a>, identity and devices <a href=\"\/en\/themen\/regulatorik-sicher-umsetzen\/sichere-microsoft-umgebung\/entra-intune-conditional-access-compliance\/\">Entra, Conditional Access and Intune<\/a>. The existing solution leads for AI readiness scenarios <a href=\"https:\/\/adiumento.de\/en\/loesungen\/\">AI Readiness \/ Copilot Governance<\/a> on.<\/p><\/details>\n<\/div>\n\n<\/div>\n\n\n<div class=\"wp-block-group is-style-section-light adiumento-passage adiumento-themen-section is-layout-flow wp-block-group-is-layout-flow\"><h2 class=\"wp-block-heading has-text-align-center\">Next sensible step<\/h2>\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-left service-media-text adiumento-themen-media\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10.png\" alt=\"Abstrakte Illustration: Shield\/Check und Dokumente in Blau.\" class=\"wp-image-73216 size-full\" srcset=\"https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10.png 1024w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-300x225.png 300w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-768x576.png 768w, https:\/\/adiumento.de\/wp-content\/uploads\/2026\/05\/adiumento-governance-compliance-eu-ai-act-10-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\">The existing solution provides commercial entry into prioritised copilot scenarios <a href=\"https:\/\/adiumento.de\/en\/loesungen\/\">AI Readiness \/ Copilot Governance<\/a> on.<\/p>\n<\/div><\/div>\n\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Introduce Microsoft 365 Copilot in a controlled manner: readiness, permissions, oversharing, policies, training and continuous monitoring.<\/p>","protected":false},"author":3,"featured_media":0,"parent":73413,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-73423","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/pages\/73423","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/comments?post=73423"}],"version-history":[{"count":4,"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/pages\/73423\/revisions"}],"predecessor-version":[{"id":73509,"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/pages\/73423\/revisions\/73509"}],"up":[{"embeddable":true,"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/pages\/73413"}],"wp:attachment":[{"href":"https:\/\/adiumento.de\/en\/wp-json\/wp\/v2\/media?parent=73423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}