{"id":2661,"date":"2026-01-22T20:34:51","date_gmt":"2026-01-22T19:34:51","guid":{"rendered":"https:\/\/auranexus.ai\/outsourcing-ai-projects\/"},"modified":"2026-02-19T21:13:16","modified_gmt":"2026-02-19T20:13:16","slug":"outsourcing-ai-projects","status":"publish","type":"post","link":"https:\/\/auranexus.ai\/en\/outsourcing-ai-projects\/","title":{"rendered":"Outsourcing AI projects"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2661\" class=\"elementor elementor-2661 elementor-2583\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c4b059 e-con-full e-flex e-con e-parent\" data-id=\"3c4b059\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1b846215 e-flex e-con-boxed e-con e-child\" data-id=\"1b846215\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f96e81a elementor-widget elementor-widget-heading\" data-id=\"f96e81a\" 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\">Outsourcing AI projects: Who is really liable if the GPT makes a mistake?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a330b03 elementor-widget elementor-widget-text-editor\" data-id=\"4a330b03\" 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 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A scenario that keeps every AI consultant awake at night:<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">You develop a Custom GPT for a client. The GPT is supposed to create cost estimates. You deliver clean work, document everything, and hand over the tool.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Three months later: The GPT spits out a wrong price. The end customer accepts. The client makes a loss. And suddenly there is a claim for damages in the room.   <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Who pays? You as the developer? The client who uses the tool? Or even both?   <\/strong><\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">This question is not theoretical. It is existential for anyone who develops AI tools for others. And the answer is more complicated than most people think.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-54637e87 e-flex e-con-boxed e-con e-parent\" data-id=\"54637e87\" 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-2c4b7ff8 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"2c4b7ff8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:200}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d10d8e0 elementor-widget elementor-widget-text-editor\" data-id=\"4d10d8e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">The inconvenient truth: AI cannot be liable<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Let&#8217;s start with the obvious: An AI has no legal personality. It cannot be sued, cannot pay, cannot be held responsible. This means that if an AI system causes damage, a person or a company must always be liable.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The only question is: which one?<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">German law knows various bases for claims that can become relevant in the event of AI damage:<\/p><table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\"><thead class=\"text-left\"><tr><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Basis of claim<\/th><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Typical constellation<\/th><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Practical relevance for AI projects<\/th><\/tr><\/thead><tbody><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Contractual liability<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Between developer and client<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Main track in the event of project damage such as miscalculations<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Tort liability (\u00a7 823 BGB)<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Towards third parties<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">In the event of infringements of rights, claims for injunctive relief<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Product liability<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">For defective products<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Primarily in the event of personal injury, property damage and, in some cases, data damage<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Organizational fault<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">At the operator<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Lack of training, testing, control<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66488a70 elementor-widget elementor-widget-text-editor\" data-id=\"66488a70\" 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>Important:<\/strong> For typical project damage such as loss of profit or miscalculations, <strong>contractual liability<\/strong> is usually decisive. Product liability is particularly relevant in the event of personal injury and property damage &#8211; pure financial losses are not the core there. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5179106c e-con-full e-flex e-con e-child\" data-id=\"5179106c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f894eb4 elementor-widget elementor-widget-text-editor\" data-id=\"3f894eb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">The liability triangle: developer, operator, end user<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">In a typical AI project, there are at least three parties:<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>1. The developer (you)<\/strong> You build the Custom GPT, train it, configure the prompts, document the limitations.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>2. The operator (your client)<\/strong> The company that uses the GPT either internally or towards customers.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>3. The end user<\/strong> The employee who operates the GPT, or the customer who interacts with it.<\/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-e8de9c1 elementor-widget elementor-widget-image\" data-id=\"e8de9c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"598\" src=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Haftungsdreieck-bei-KI-und-Softwareprojekten-1024x765.webp\" class=\"attachment-large size-large wp-image-2657\" alt=\"Infographic shows liability triangle between developer, operator and end user with contract, product and organizational liability\" srcset=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Haftungsdreieck-bei-KI-und-Softwareprojekten-1024x765.webp 1024w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Haftungsdreieck-bei-KI-und-Softwareprojekten-300x224.webp 300w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Haftungsdreieck-bei-KI-und-Softwareprojekten-768x573.webp 768w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Haftungsdreieck-bei-KI-und-Softwareprojekten.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-770fca2e elementor-widget elementor-widget-text-editor\" data-id=\"770fca2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">When is the developer liable?<\/h3><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">You as a developer are liable if:<\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>The AI system is technically faulty:<\/strong> A bug, a logic error, a faulty configuration that leads to incorrect results.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>The documentation is inadequate:<\/strong> You have not clearly communicated what the tool is suitable for and what it is not.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>You have built in security flaws:<\/strong> The system is vulnerable to manipulation, prompt injection or data leaks.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>You have not complied with guaranteed properties:<\/strong> The GPT cannot do what it should be able to do according to the contract.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b8c1641 elementor-widget elementor-widget-text-editor\" data-id=\"2b8c1641\" 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 new EU Product Liability Directive (Directive 2024\/2853, to be implemented by December 2026) explicitly includes software as a &#8220;product&#8221; and exacerbates the situation in the event of personal injury, property damage and, in some cases, data damage. <strong>But:<\/strong> Pure financial losses such as loss of profit from an incorrect cost estimate are typically not the core of the product liability regime. Here, contractual liability remains the main track. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47cb29b8 elementor-widget elementor-widget-text-editor\" data-id=\"47cb29b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">When is the operator liable?<\/h3><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The operator (your client) is liable if:<\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>He uses the tool without checking it:<\/strong> Anyone who adopts AI-generated results unchecked is acting negligently.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>His employees are not trained:<\/strong> The AI Act (Article 4, in force since February 2, 2025) requires providers <strong>and<\/strong> operators to ensure the AI competence of their employees. In practice, this means for the operator: training, guidelines and verifiable controls. <\/li><li class=\"whitespace-normal break-words pl-2\"><strong>He uses the tool outside of its intended purpose:<\/strong> A GPT for internal research is suddenly used for binding customer offers.<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>He has not set up any human control:<\/strong> Critical decisions are made purely AI-supported.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a497bdb elementor-widget elementor-widget-text-editor\" data-id=\"6a497bdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">The crucial question: error, limit or usage problem?<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">This is where the core of the liability risk lies. With AI systems, there are not just two, but <strong>three<\/strong> categories: <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>1. Real error (developer responsibility)<\/strong> A bug, a wrong logic, faulty training data, a broken configuration. The GPT systematically miscalculates or crashes. This is a classic product defect.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>2. System limit (gray area)<\/strong> LLMs have known limitations that are not an &#8220;error&#8221; in the technical sense: hallucinations, non-determinism (same input, different outputs), context gaps. These limits can be documented, but not completely avoided. Here, expectation management becomes crucial.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>3. Usage error (operator responsibility)<\/strong> The user enters incomplete information, ignores warnings, uses the tool outside of its intended purpose, or adopts results without checking.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>The problem with AI:<\/strong> The boundaries between these categories are often not clear. Was the wrong cost estimate a system error, a known limit of the model, or did the user prompt badly? This is difficult to prove in the event of a dispute &#8211; and that is exactly why documentation is so important.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-463e290 elementor-widget elementor-widget-text-editor\" data-id=\"463e290\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Practical example:<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A roofing company uses an AI-supported cost estimate generator. The employee who operates the tool has never been trained. The GPT delivers a faulty price, the customer accepts, the company makes a loss.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Lawyer&#8217;s question: &#8220;Was the employee trained in the use of the AI system?&#8221;<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Answer: &#8220;No.&#8221;<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">This is the moment when a technical error becomes a liability case. The damage could have been avoided through appropriate training and testing, the company has violated its duty of care. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>An important judgment:<\/strong> The <a href=\"https:\/\/www.ra-plutte.de\/lg-kiel-haftung-ki-fehler\/#:~:text=Unternehmen%20haften%20als%20St%C3%B6rer%20f%C3%BCr,6%20O%20151%2F23).\" target=\"_blank\" rel=\"noopener\">Kiel Regional Court ruled in February 2024 (Az. 6 O 151\/23)<\/a>: Even with AI-supported automation, the operator remains responsible. He cannot retreat to only having published third-party data unchecked. The core message: Automation does not protect against responsibility.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f92646e elementor-widget elementor-widget-text-editor\" data-id=\"f92646e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Contract for work and services or contract for services? The underestimated setting of the course <\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">For AI projects, this question is not academic, but relevant to liability:<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Contract for work and services logic:<\/strong> You owe a specific result. The customer has rights to defects, there is an acceptance logic. If the result does not work, you are liable.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Contract for services logic:<\/strong> You owe careful activity, not a guaranteed result. Liability is more limited. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Why this is important for AI:<\/strong> A GPT that is &#8220;supposed to create cost estimates&#8221; sounds like a contract for work and services. But can you guarantee an error-free result with an LLM? The answer massively influences your liability.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Recommendation:<\/strong> Formulate contracts in such a way that it is clear: You are delivering a tool with documented limits, not a guarantee of correct results. The duty to check lies with the operator. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-669dcbfc elementor-widget elementor-widget-text-editor\" data-id=\"669dcbfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Damage limitation in practice<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Even if an AI system produces an error, this does not have to lead to the full damage. Smart operators build in safety nets: <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Release process:<\/strong> The AI-generated offer is only binding after human release.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Output disclaimer:<\/strong> &#8220;Draft, subject to review by specialist personnel.&#8221;<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Contestation and correction:<\/strong> Depending on the constellation, an obvious price error can legally limit consequences.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>For you as a developer:<\/strong> If the client does not accept human control and a binding review process &#8211; with the AI outputs being degraded to drafts &#8211; this is a project with structural liability stress. Then: Price up, scope down, or say no. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c55613 elementor-widget elementor-widget-image\" data-id=\"2c55613\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"598\" src=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Cybersecurity-Schutz-fuer-digitale-Systeme-1024x765.webp\" class=\"attachment-large size-large wp-image-2658\" alt=\"Bright digital umbrella protects laptop from data streams and cyber attacks\" srcset=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Cybersecurity-Schutz-fuer-digitale-Systeme-1024x765.webp 1024w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Cybersecurity-Schutz-fuer-digitale-Systeme-300x224.webp 300w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Cybersecurity-Schutz-fuer-digitale-Systeme-768x573.png 768w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Cybersecurity-Schutz-fuer-digitale-Systeme.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17c06ac6 elementor-widget elementor-widget-text-editor\" data-id=\"17c06ac6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Can you get insurance?<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Yes, and you should do so urgently.<\/p><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">IT liability insurance (professional liability)<\/h3><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">IT liability is the most important protection for AI developers. Depending on the policy and provider, it <strong>can<\/strong> cover: <\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>Financial losses:<\/strong> Financial losses for the customer due to software errors<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Programming errors:<\/strong> Even non-reproducible errors<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Consulting errors:<\/strong> Incorrect recommendations for AI implementation<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>IP risks:<\/strong> Copyright and license infringements (often with sublimits)<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Data protection:<\/strong> GDPR violations (often via separate cyber module)<\/li><\/ul><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong><br>Costs:<\/strong> Often from a low three-digit amount per year, depending on turnover, coverage amount and deductible. Providers such as ERGO, Hiscox, AXA or N\u00dcRNBERGER offer special IT policies. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Important:<\/strong> Check exactly what your policy covers. ERGO, for example, offers a financial loss liability specifically for IT and EDP service providers, Hiscox advertises an explicit &#8220;AI cover&#8221; for development and consulting on AI applications. But: Read exclusions and sublimits. Not every IT liability automatically covers all AI risks.   <\/p><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">What the insurance does NOT cover<\/h3><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>Intentional breaches of duty:<\/strong> If you knowingly build in errors<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Claims for performance:<\/strong> The insurance does not pay your fee if the customer is dissatisfied<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Contractual penalties and fines:<\/strong> Only damages, no penalties<\/li><\/ul><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">Coverage amounts<\/h3><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">For AI projects, I recommend a minimum coverage amount of 500,000 euros for financial losses. For larger projects with high damage potential, correspondingly more. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ea546b3 elementor-widget elementor-widget-text-editor\" data-id=\"6ea546b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">How to protect yourself contractually<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Insurance makes sense. However, it is better to avoid liability cases from the outset or at least clearly regulate who is responsible for what. <\/p><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">Regulate in the contract<\/h3><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>1. Clarify roles<\/strong><\/p><blockquote class=\"ml-2 border-l-4 border-border-300\/10 pl-4 text-text-300\"><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">&#8220;The contractor acts as developer\/provider within the meaning of the <a href=\"https:\/\/de.wikipedia.org\/wiki\/Verordnung_%C3%BCber_k%C3%BCnstliche_Intelligenz\" target=\"_blank\" rel=\"noopener\">AI Act<\/a>. As operator, the client assumes responsibility for training employees, proper use and verification of results.&#8221; <\/p><\/blockquote><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>2. Limit intended purpose<\/strong><\/p><blockquote class=\"ml-2 border-l-4 border-border-300\/10 pl-4 text-text-300\"><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">&#8220;The AI system is intended exclusively for &#8220;specific purpose&#8221;. Use for other purposes is at the sole risk of the operator.&#8221; <\/p><\/blockquote><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>3. Stipulate the operator&#8217;s duty to check<\/strong><\/p><blockquote class=\"ml-2 border-l-4 border-border-300\/10 pl-4 text-text-300\"><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">&#8220;The operator undertakes to have all outputs of the AI system checked by expert personnel before use in business-critical applications.&#8221;<\/p><\/blockquote><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>4. Agree on limitation of liability<\/strong><\/p><blockquote class=\"ml-2 border-l-4 border-border-300\/10 pl-4 text-text-300\"><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">&#8220;The liability of the contractor is limited to &#8220;amount\/order value&#8221;. This limitation does not apply in the event of intent or gross negligence.&#8221; <\/p><\/blockquote><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Attention:<\/strong> Blanket exclusions of liability such as &#8220;We are not liable for AI-generated content&#8221; are often legally ineffective in GTC.<\/p><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">Document upon handover<\/h3><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>Create operating instructions:<\/strong> What can the tool do, what can&#8217;t it do?<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Document limitations:<\/strong> Known limits and sources of error<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Point out training obligation:<\/strong> Draw attention in writing to the fact that the operator must train his employees<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Have handover protocol signed:<\/strong> Customer confirms that he knows the limitations<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93230b4 elementor-widget elementor-widget-text-editor\" data-id=\"93230b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Possible distribution of liability:<\/h2><div class=\"overflow-x-auto w-full px-2 mb-6\"><table class=\"min-w-full border-collapse text-sm leading-[1.7] whitespace-normal\"><thead class=\"text-left\"><tr><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Scenario<\/th><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Who is liable?<\/th><th class=\"text-text-100 border-b-0.5 border-border-300\/60 py-2 pr-4 align-top font-bold\">Basis of claim<\/th><\/tr><\/thead><tbody><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Systematic calculation error in the GPT<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Developer<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Contractual liability (poor performance)<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>User has used incorrect input data<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Operator<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Organizational fault<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>GPT has calculated correctly, but user has not checked result<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Operator<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Violation of the duty to check<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>Known system limit (hallucination), but not documented<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Developer<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Lack of documentation<\/td><\/tr><tr><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\"><strong>No training, no documentation, no testing<\/strong><\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Both proportionally<\/td><td class=\"border-b-0.5 border-border-300\/30 py-2 pr-4 align-top\">Shared responsibility<\/td><\/tr><\/tbody><\/table><\/div><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>In practice:<\/strong> If both sides have made mistakes, a settlement is often sought. The insurance companies negotiate, and in the end each side pays a part. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4de7f elementor-widget elementor-widget-image\" data-id=\"1c4de7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"598\" src=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet-1024x765.webp\" class=\"attachment-large size-large wp-image-2659\" alt=\"Two people transfer digital contract data via tablet in a modern office environment\" srcset=\"https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet-1024x765.webp 1024w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet-300x224.webp 300w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet-768x573.webp 768w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet-1536x1147.webp 1536w, https:\/\/auranexus.ai\/wp-content\/uploads\/2026\/01\/Digitale-Vertragsunterzeichnung-mit-Tablet.webp 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a00ab40 elementor-widget elementor-widget-text-editor\" data-id=\"a00ab40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">My recommendation: This is how you minimize your risk<\/h2><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">As a developer<\/h3><ol class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>Take out IT liability insurance<\/strong> &#8211; At least 500,000 euros coverage for financial losses<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Document cleanly<\/strong> &#8211; Every system needs operating instructions with clear limits<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Secure contractually<\/strong> &#8211; Regulate roles, intended purpose, duties to check in writing<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Demand proof of training<\/strong> &#8211; Have it confirmed before handover that the operator knows his duties<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Do not make assurances that you cannot keep<\/strong> &#8211; &#8220;The GPT makes no mistakes&#8221; is a dangerous statement<\/li><\/ol><h3 class=\"text-text-100 mt-2 -mb-1 text-base font-bold\">What you should NOT do<\/h3><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>Accept projects without insurance<\/strong> &#8211; The risk is too high<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Assure everything across the board<\/strong> &#8211; Be honest about the limits of AI<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Hand over undocumented<\/strong> &#8211; In the event of a dispute, you lack the evidence<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Rely on &#8220;the customer will check anyway&#8221;<\/strong> &#8211; He won&#8217;t do it<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07198c0 elementor-widget elementor-widget-text-editor\" data-id=\"07198c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Special case: You develop, the customer passes on to third parties<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">It becomes particularly tricky if your client passes the AI tool on to his own customers or partners.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>The regulatory background:<\/strong> Article 25 AI Act regulates responsibilities along the AI value chain &#8211; but primarily for <strong>high-risk AI systems<\/strong>. Many Custom GPTs for cost estimates do not automatically fall into this category according to today&#8217;s understanding. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Nevertheless relevant:<\/strong> If the system is classified as high-risk or the customer pushes it in this direction by changing its intended purpose. he can become a provider from a regulatory perspective. This happens, for example, with:  <\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\">Placing on the market under its own name or brand<\/li><li class=\"whitespace-normal break-words pl-2\">Significant changes to the system<\/li><li class=\"whitespace-normal break-words pl-2\">Change of intended purpose (e.g. from &#8220;internal&#8221; to &#8220;customer-effective&#8221;)<\/li><\/ul><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong><br>For you as a developer, this means:<\/strong><\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\">Clarify in the contract whether and how the tool may be passed on<\/li><li class=\"whitespace-normal break-words pl-2\">If so, the client must assume the corresponding obligations<\/li><li class=\"whitespace-normal break-words pl-2\">Document that you have pointed out this constellation<\/li><li class=\"whitespace-normal break-words pl-2\">If you are unsure about the risk class: recommend legal review<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e65cf98 elementor-widget elementor-widget-text-editor\" data-id=\"e65cf98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">The risk is real, but manageable<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">AI development for customers is not a risk-free business. But with the right protection, the risk is calculable: <\/p><ol class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-1 pl-8 mb-3\"><li class=\"whitespace-normal break-words pl-2\"><strong>IT liability insurance<\/strong> &#8211; Your first line of defense<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Clear contracts<\/strong> &#8211; Regulate roles and responsibilities in writing<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Clean documentation<\/strong> &#8211; Make limits and restrictions transparent<\/li><li class=\"whitespace-normal break-words pl-2\"><strong>Training instructions<\/strong> &#8211; Draw the operator&#8217;s attention to his duties<\/li><\/ol><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><br>The goal is not to exclude every liability. That doesn&#8217;t work. The goal is to be able to prove in the event of damage that you have fulfilled your duties of care.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21139073 elementor-widget elementor-widget-text-editor\" data-id=\"21139073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold\">Frequently asked questions about AI liability<\/h2><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>As a developer, can I be completely exempt from liability?<\/strong> No. A complete exemption from liability is not possible in the event of intent and gross negligence. However, you can limit liability to specific amounts and clearly define what you are responsible for and what the operator is responsible for.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Is normal professional indemnity insurance sufficient?<\/strong> Mostly not. You need IT liability insurance that covers financial losses. Normal professional indemnity insurance often only covers personal injury and property damage.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>How much does IT liability insurance cost?<\/strong> Often from a low three-digit amount per year, depending on turnover, coverage amount and deductible. Compare offers and check exactly what is covered. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Is OpenAI not liable as the provider of the base model?<\/strong> Partially. OpenAI is liable for errors in the base model (GPT-4 etc.). However, if you build a Custom GPT, you are responsible for your configuration, your prompts and your documentation.  <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Do I have to inform my customers about the training obligation?<\/strong> Not legally required. But it protects you in the event of a dispute if you can prove that the customer was aware of their obligations. <\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>What if the customer has no insurance and cannot pay?<\/strong> Then the damage may remain with you if you are jointly responsible. All the more reason to only work with reputable clients and, when in doubt, demand advance payment. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37011566 elementor-widget elementor-widget-heading\" data-id=\"37011566\" 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\">Are you planning an AI project and want to minimize your liability risk?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ec35a89 elementor-widget elementor-widget-text-editor\" data-id=\"1ec35a89\" 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 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">In a free initial consultation, we will jointly analyze your setup and develop a hedging strategy.<\/p><p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">\u2192 <a class=\"underline underline underline-offset-2 decoration-1 decoration-current\/40 hover:decoration-current focus:decoration-current\" href=\"https:\/\/calendly.com\/o-range-auranexus\/kennenlerngesprach-mit-oliver\">Book an appointment now<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6da6fca9 e-con-full e-flex e-con e-child\" data-id=\"6da6fca9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-417d45aa e-con-full e-flex e-con e-child\" data-id=\"417d45aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14fbccfb elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"14fbccfb\" 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>Post Tags :<\/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-787a2fdb e-con-full e-flex e-con e-child\" data-id=\"787a2fdb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c4ddb7f elementor-widget__width-auto elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"6c4ddb7f\" 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>Share :<\/p>\t\t\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-636bd55a e-con-full e-flex e-con e-child\" data-id=\"636bd55a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2d5d1079 e-con-full e-flex e-con e-child\" data-id=\"2d5d1079\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2141348e elementor-widget elementor-widget-text-editor\" data-id=\"2141348e\" 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>Custom GPTs Enterprise, ChatGPT Enterprise Limitations, Custom GPTs Data Protection, Vendor Lock-in OpenAI, On-Premises AI, Enterprise Search, auraHub Alternative, AI Platform Comparison, Micro Apps vs Custom GPTs, GDPR AI Compliance, AI Rights Management, Company-Wide AI, AI Implementation<\/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-36758a98 e-con-full e-flex e-con e-child\" data-id=\"36758a98\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d8a06ed 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=\"2d8a06ed\" 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_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\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-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 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_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\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-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/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\tLinkedIn\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_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\" 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xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/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\tEmail\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_threads\" role=\"button\" tabindex=\"0\" aria-label=\"Share on threads\">\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-threads\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M331.5 235.7c2.2 .9 4.2 1.9 6.3 2.8c29.2 14.1 50.6 35.2 61.8 61.4c15.7 36.5 17.2 95.8-30.3 143.2c-36.2 36.2-80.3 52.5-142.6 53h-.3c-70.2-.5-124.1-24.1-160.4-70.2c-32.3-41-48.9-98.1-49.5-169.6V256v-.2C17 184.3 33.6 127.2 65.9 86.2C102.2 40.1 156.2 16.5 226.4 16h.3c70.3 .5 124.9 24 162.3 69.9c18.4 22.7 32 50 40.6 81.7l-40.4 10.8c-7.1-25.8-17.8-47.8-32.2-65.4c-29.2-35.8-73-54.2-130.5-54.6c-57 .5-100.1 18.8-128.2 54.4C72.1 146.1 58.5 194.3 58 256c.5 61.7 14.1 109.9 40.3 143.3c28 35.6 71.2 53.9 128.2 54.4c51.4-.4 85.4-12.6 113.7-40.9c32.3-32.2 31.7-71.8 21.4-95.9c-6.1-14.2-17.1-26-31.9-34.9c-3.7 26.9-11.8 48.3-24.7 64.8c-17.1 21.8-41.4 33.6-72.7 35.3c-23.6 1.3-46.3-4.4-63.9-16c-20.8-13.8-33-34.8-34.3-59.3c-2.5-48.3 35.7-83 95.2-86.4c21.1-1.2 40.9-.3 59.2 2.8c-2.4-14.8-7.3-26.6-14.6-35.2c-10-11.7-25.6-17.7-46.2-17.8H227c-16.6 0-39 4.6-53.3 26.3l-34.4-23.6c19.2-29.1 50.3-45.1 87.8-45.1h.8c62.6 .4 99.9 39.5 103.7 107.7l-.2 .2zm-156 68.8c1.3 25.1 28.4 36.8 54.6 35.3c25.6-1.4 54.6-11.4 59.5-73.2c-13.2-2.9-27.8-4.4-43.4-4.4c-4.8 0-9.6 .1-14.4 .4c-42.9 2.4-57.2 23.2-56.2 41.8l-.1 .1z\"><\/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\tThreads\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_reddit\" role=\"button\" tabindex=\"0\" aria-label=\"Share on reddit\">\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-reddit\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M201.5 305.5c-13.8 0-24.9-11.1-24.9-24.6 0-13.8 11.1-24.9 24.9-24.9 13.6 0 24.6 11.1 24.6 24.9 0 13.6-11.1 24.6-24.6 24.6zM504 256c0 137-111 248-248 248S8 393 8 256 119 8 256 8s248 111 248 248zm-132.3-41.2c-9.4 0-17.7 3.9-23.8 10-22.4-15.5-52.6-25.5-86.1-26.6l17.4-78.3 55.4 12.5c0 13.6 11.1 24.6 24.6 24.6 13.8 0 24.9-11.3 24.9-24.9s-11.1-24.9-24.9-24.9c-9.7 0-18 5.8-22.1 13.8l-61.2-13.6c-3-.8-6.1 1.4-6.9 4.4l-19.1 86.4c-33.2 1.4-63.1 11.3-85.5 26.8-6.1-6.4-14.7-10.2-24.1-10.2-34.9 0-46.3 46.9-14.4 62.8-1.1 5-1.7 10.2-1.7 15.5 0 52.6 59.2 95.2 132 95.2 73.1 0 132.3-42.6 132.3-95.2 0-5.3-.6-10.8-1.9-15.8 31.3-16 19.8-62.5-14.9-62.5zM302.8 331c-18.2 18.2-76.1 17.9-93.6 0-2.2-2.2-6.1-2.2-8.3 0-2.5 2.5-2.5 6.4 0 8.6 22.8 22.8 87.3 22.8 110.2 0 2.5-2.2 2.5-6.1 0-8.6-2.2-2.2-6.1-2.2-8.3 0zm7.7-75c-13.6 0-24.6 11.1-24.6 24.9 0 13.6 11.1 24.6 24.6 24.6 13.8 0 24.9-11.1 24.9-24.6 0-13.8-11-24.9-24.9-24.9z\"><\/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\tReddit\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<div class=\"elementor-element elementor-element-43204f0e e-con-full e-flex e-con e-child\" data-id=\"43204f0e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4b53751c e-con-full e-flex e-con e-child\" data-id=\"4b53751c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-347fbd1b elementor-widget elementor-widget-text-editor\" data-id=\"347fbd1b\" 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>More articles on this topic<\/strong><\/p><p><a href=\"https:\/\/auranexus.ai\/en\/custom-instructions-for-ai\/\" target=\"_blank\" rel=\"noopener\">Individual instructions for AI.<\/a>  How to optimally use ChatGPT and Claude to achieve better results.<\/p><p><a href=\"https:\/\/auranexus.ai\/en\/ai-platform-for-companies\/\" target=\"_blank\" rel=\"noopener\">AI platform for companies.<\/a> AI platform with micro apps and enterprise search for structured AI use.<\/p><p><a href=\"https:\/\/auranexus.ai\/en\/ai-governance-thought-pragmatically\/\" target=\"_blank\" rel=\"noopener\">AI Governance thought pragmatically.<\/a>  How to introduce AI guidelines without stifling innovation.<\/p><p><a href=\"https:\/\/auranexus.ai\/en\/ai-agents-in-smes-and-craft-businesses\/\" target=\"_blank\" rel=\"noopener\">AI agents in medium-sized businesses and trades.<\/a> How AI agents automate routine tasks and save time.<\/p>\t\t\t\t\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Outsourcing AI projects: Who is really liable if the GPT makes a mistake? A scenario that keeps every AI consultant awake at night: You develop a Custom GPT for a client. The GPT is supposed to create cost estimates. You deliver clean work, document everything, and hand over the tool. Three months later: The GPT [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2660,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_angie_page":false,"page_builder":"","footnotes":""},"categories":[51,1],"tags":[305,302,309,303,304,307,306,308,310],"class_list":["post-2661","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-tools","category-nicht-kategorisiert","tag-ai-act-compliance","tag-ai-contractual-liability","tag-ai-development-insurance","tag-ai-outsourcing","tag-ai-project-liability","tag-ai-project-risks","tag-contract-for-work-and-services-ai","tag-it-liability-insurance","tag-operator-liability-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Outsourcing AI projects |<\/title>\n<meta name=\"description\" content=\"Outsourcing AI projects: Who is liable for errors? 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