{"id":1532,"date":"2025-12-16T12:54:26","date_gmt":"2025-12-16T12:54:26","guid":{"rendered":"https:\/\/e-docs.ua\/?post_type=blog&#038;p=1532"},"modified":"2026-01-09T15:40:34","modified_gmt":"2026-01-09T15:40:34","slug":"artificial-intelligence-risks","status":"publish","type":"blog","link":"https:\/\/e-docs.ua\/en\/blog\/artificial-intelligence-risks\/","title":{"rendered":"The Risks of Using Artificial Intelligence in Companies"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Artificial intelligence is rapidly entering the corporate environment\u2014from simple chatbots to sophisticated automation systems. But along with opportunities come risks that many companies discover too late. How can you ensure AI doesn&#8217;t become the reason for confidential data leaks? Why might free solutions end up costing far more than you&#8217;d expect? Let&#8217;s break it down.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Hidden Risks of &#8220;Free&#8221; AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Picture a typical scenario: your company&#8217;s lawyer uses free ChatGPT to quickly draft a contract. They copy confidential terms of the agreement, client names, commercial details. Or an HR manager uploads candidate r\u00e9sum\u00e9s to a free online analysis tool. A marketer\u2014a presentation with a new product launch strategy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What happens to this data?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Most free AI services:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use your data to train models\u2014your confidential documents may become part of responses to other users<\/li>\n\n\n\n<li>Provide no confidentiality guarantees\u2014the absence of corporate SLAs means you can&#8217;t control where your data is stored<\/li>\n\n\n\n<li>Lack adequate protection against leaks\u2014there are no multi-layered security systems like those in enterprise solutions<\/li>\n\n\n\n<li>Don&#8217;t fall under corporate security policies\u2014the company&#8217;s security team can&#8217;t control or restrict their use<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">According to an IDC study from 2024, over 30% of companies cite the lack of governance and risk management systems as the main barrier to AI adoption. And for good reason.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Shadow AI: The Threat from Within<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An even more dangerous trend is ad-hoc chatbots from various contractors. The sales department commissions a &#8220;quick solution for processing customer requests&#8221; from a small IT company. Accounting implements a bot for reporting automation from another supplier. HR\u2014a third solution for candidate screening.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result? The company runs a dozen AI systems:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Without unified security standards<\/li>\n\n\n\n<li>Without centralized access control<\/li>\n\n\n\n<li>With varying levels of data protection<\/li>\n\n\n\n<li>Without transparency about how models were trained<\/li>\n\n\n\n<li>Without supplier accountability for breaches<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">One vulnerability in any of these systems\u2014and the company&#8217;s confidential data ends up in the wrong hands. Worse still, you might not even know about it right away.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Market Leaders Are Doing<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Leading technology companies understand the scale of responsibility and are forming their own approaches to safe AI development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google developed principles for ethical AI back in 2018 and invests in research into technical methods for reducing bias in models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI applies a multi-layered approach to security: from technical testing to engaging external experts for &#8220;red teaming&#8221;\u2014simulating attacks on the system.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic built its philosophy around the concept of &#8220;Constitutional AI&#8221;\u2014training models to adhere to clear ethical principles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meta focused on transparency: publishing research on the risks of its models and providing access to the scientific community for independent verification.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Microsoft: Integrated Security at All Levels<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft approaches AI security as a systemic problem that can&#8217;t be solved at just one level. The company began work on responsible AI back in 2016, formulating six core principles: fairness, reliability and safety, privacy and data protection, inclusiveness, transparency, and accountability.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">How It Works<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Company-Level Governance<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft has a dedicated Responsible AI Council led by the vice president and chief technology officer. But the real power lies in a network of over a thousand responsible AI champions embedded across different divisions of the company.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">All Microsoft employees undergo mandatory ethics training in AI. In 2024, 99% of the company&#8217;s staff completed the relevant course.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Vulnerability Detection<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The AI Red Team (AIRT)\u2014professional &#8220;hackers&#8221; who try to break the system before its release. In 2024, they conducted 67 operations, testing all new models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft developed the open-source PyRIT tool, now used by thousands of researchers to test AI security.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Multi-Layered Protection<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Protection is built on several levels:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Model level: security is built in during training<\/li>\n\n\n\n<li>Platform level: classifiers block harmful content before the user sees it<\/li>\n\n\n\n<li>Application level: system messages guide model behavior<\/li>\n\n\n\n<li>Post-release: continuous monitoring and rapid response to incidents<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Security in a Business Context: The Example of Microsoft 365 Copilot<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft 365 Copilot is AI integrated into familiar tools: Word, Excel, PowerPoint, Outlook, Teams. But how is corporate data security ensured?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Privacy by Design:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Copilot only has access to documents that the user themselves has access to<\/li>\n\n\n\n<li>Your company&#8217;s data is never used to train models<\/li>\n\n\n\n<li>Administrators have full control over who can use Copilot and how<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Web Search Control:<\/strong> Initially, clients asked for more control over when Copilot accesses the internet. Microsoft added a separate setting for web search independent of other features. Administrators can disable web search for all users, and individual users can control it for themselves.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Query Transparency:<\/strong> Now in Copilot you can see not just the answer, but also the exact search queries the system formulated. This allows you to verify that Copilot searched for relevant information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>ISO\/IEC 42001:2023 Certification:<\/strong> In early 2025, M365 Copilot received this certification\u2014the first international standard for AI management systems. This confirms that an independent third party has verified Microsoft&#8217;s risk management processes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tools for Developers: Azure AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">For companies building their own AI solutions, Microsoft offers Azure AI Content Safety\u2014a suite of tools for security control:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Harmful Content Detection:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sexual content, violence, self-harm information, hate speech<\/li>\n\n\n\n<li>Works with text, images, video, and combinations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Protection Against Attacks:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Detection of direct and indirect prompt injection attacks<\/li>\n\n\n\n<li>Protection against attempts to bypass restrictions (jailbreak)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Quality Control:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Detection of ungrounded content (when AI &#8220;makes up&#8221; facts)<\/li>\n\n\n\n<li>Automatic correction in real-time<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Flexibility:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ability to create custom content categories<\/li>\n\n\n\n<li>Sensitivity tuning to business specifics<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Compliance: Readiness for Regulation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The European AI Act is the world&#8217;s first comprehensive law regulating AI. Microsoft prepared for it in advance:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Conducted an audit of all systems for compliance with prohibited practices<\/li>\n\n\n\n<li>Updated policies and contracts (for example, the Microsoft Enterprise AI Services Code of Conduct now explicitly prohibits social scoring)<\/li>\n\n\n\n<li>Created new documentation processes for models<\/li>\n\n\n\n<li>Joined the development of the Code of Practice for general-purpose models<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The company regularly publishes updates and resources for clients on Microsoft Trust Center, helping them prepare for requirements as well.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Ecosystem Security Matters<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modern AI systems aren&#8217;t monolithic solutions. They consist of models, components, and applications from different suppliers. Microsoft works to ensure security functions across the entire chain:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For Model Providers (like Microsoft itself):<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transparent documentation about capabilities and limitations<\/li>\n\n\n\n<li>Watermarking of generated content (Content Credentials from C2PA)<\/li>\n\n\n\n<li>Open tools for testing<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For Application Developers:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Azure AI Content Safety and other protection tools<\/li>\n\n\n\n<li>Detailed guides and best practices<\/li>\n\n\n\n<li>Compliance support with regulations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For End Users:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Transparency about when they&#8217;re interacting with AI<\/li>\n\n\n\n<li>Control over their data<\/li>\n\n\n\n<li>Clear feedback mechanisms<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Practical Advice for Business<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. Audit Current AI Usage<\/strong><br>Conduct an inventory: which AI tools are your employees using? What data are they uploading? Who&#8217;s the supplier?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. Create an AI Usage Policy<\/strong><br>Define:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Which tools are permitted<\/li>\n\n\n\n<li>What types of data can be uploaded<\/li>\n\n\n\n<li>Who&#8217;s responsible for policy compliance<\/li>\n\n\n\n<li>How violations are handled<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. Choose a Verified Enterprise Supplier<\/strong><br>Check:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Are there SLAs and confidentiality guarantees?<\/li>\n\n\n\n<li>Are security processes certified (ISO, SOC2)?<\/li>\n\n\n\n<li>Is the data usage policy transparent?<\/li>\n\n\n\n<li>Is centralized management possible?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. Train Employees<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Risks of using unlicensed tools<\/li>\n\n\n\n<li>Rules for working with confidential information<\/li>\n\n\n\n<li>How to recognize suspicious AI behavior<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. Regularly Review Solutions<\/strong><br>AI is evolving rapidly. What was secure yesterday may become vulnerable tomorrow.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI security isn&#8217;t about limiting innovation. On the contrary, it&#8217;s about creating conditions where innovation can develop faster because companies aren&#8217;t afraid to experiment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Free online tools or quick solutions from unknown contractors may seem advantageous now. But a single leak of confidential client data, trade secrets, or employee personal information can cost far more\u2014both in money and reputation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft and other market leaders demonstrate that a responsible approach to AI is concrete daily work: thousands of tests, dozens of expert teams, tools for millions of developers, collaboration with regulators.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you choose which AI to use in your company, you&#8217;re not just choosing a tool. You&#8217;re choosing the level of security for your data, the level of supplier responsibility, and the level of risk for your business.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The choice is yours. But now you know what to ask and what to pay attention to.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Source:<\/strong> <a href=\"https:\/\/cdn-dynmedia-1.microsoft.com\/is\/content\/microsoftcorp\/microsoft\/msc\/documents\/presentations\/CSR\/Responsible-AI-Transparency-Report-2025-vertical.pdf#page=1\">Microsoft Responsible AI Transparency Report 2025<\/a><\/p>\n","protected":false},"featured_media":1590,"template":"","blog-category":[134],"blog-tag":[167,162],"class_list":["post-1532","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-in-business","blog-tag-ai-driven-en","blog-tag-main-page-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Risks of Using Artificial Intelligence in Companies - E-Docs<\/title>\n<meta name=\"description\" content=\"How can you ensure AI doesn&#039;t become the reason for confidential data leaks? 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