{"id":15827,"date":"2023-08-23T11:10:07","date_gmt":"2023-08-23T11:10:07","guid":{"rendered":"https:\/\/www.walkme.com\/blog\/?p=15827"},"modified":"2023-09-05T08:46:43","modified_gmt":"2023-09-05T08:46:43","slug":"shadow-ai","status":"publish","type":"post","link":"https:\/\/www.walkme.com\/blog\/shadow-ai\/","title":{"rendered":"What is shadow AI &amp; how to turn a liability into an asset\u00a0"},"content":{"rendered":"\n<p><span style=\"font-weight: 400\">Shadow AI is a term used to describe <\/span><a href=\"https:\/\/www.walkme.com\/glossary\/artificial-intelligence\/\"><b>artificial intelligence (AI)<\/b><\/a><b> applications and tools implemented and used without the explicit knowledge or control of an organization&#8217;s IT department.&nbsp;<\/b><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">These AI solutions can range from <\/span><a href=\"https:\/\/www.walkme.com\/glossary\/chatbot\/\"><span style=\"font-weight: 400\">chatbots<\/span><\/a><span style=\"font-weight: 400\">, such as ChatGPT and Bard, to more advanced AI technologies that employees may adopt for their own use beyond official corporate oversight.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">The concept of Shadow AI has evolved from the phenomenon of &#8216;<a href=\"https:\/\/www.walkme.com\/glossary\/shadow-it\/\" rel=\"\">S<\/a><\/span><a href=\"https:\/\/www.walkme.com\/glossary\/shadow-it\/\" rel=\"\"><span style=\"font-weight: 400\">hadow IT<\/span><\/a><span style=\"font-weight: 400\">,&#8217; which refers to the use of IT systems and solutions not managed or approved by the corporate IT department. However, Shadow AI poses potentially greater risks due to the inherent complexity and unpredictability of AI systems.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">While Shadow AI can drive innovation and efficiency by allowing users to quickly meet their needs, it also introduces significant risks. These include <\/span><a href=\"https:\/\/www.walkme.com\/blog\/security-controls-availability-privacy\/\"><span style=\"font-weight: 400\">data privacy issues<\/span><\/a><span style=\"font-weight: 400\">, non-compliance with regulatory standards, and potential exposure to cyber threats. Therefore, understanding and managing Shadow AI is becoming increasingly important in today&#8217;s digital environment.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Shadow AI represents the hidden, uncontrolled frontier of AI usage within organizations, bringing both opportunities for individual productivity and challenges for corporate governance and risk management.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"What is Shadow AI?\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/FDizCbn_fmg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><span style=\"font-weight: 400\">This article will help make sense of the problems created by the surreptitious use of shadow AI in the workplace. <\/span><b>It will:<\/b><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Clearly define Shadow AI<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Explain the problems it causes<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Examine some of the important solutions for shadow AI.<\/span><\/li><\/ul>\n\n\n\n<p><span style=\"font-weight: 400\">In 2023, <\/span><a href=\"https:\/\/www.oberlo.com\/blog\/artificial-intelligence-statistics\"><span style=\"font-weight: 400\">91% of leading companies<\/span><\/a><span style=\"font-weight: 400\"> invested significantly in AI technologies. Don&#8217;t let shadow AI stop you from making innovations. There is nothing to worry about with the right strategy and hardware in place.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">If you&#8217;re in that group, a strategy for shadow AI is essential.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/91-of-leading-companies-invested-significantly-in-AI-technologies_964e5e7c.jpg\" alt=\"91% of leading companies invested significantly in AI technologies_964e5e7c\" class=\"wp-image-15828\" srcset=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/91-of-leading-companies-invested-significantly-in-AI-technologies_964e5e7c.jpg 1200w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/91-of-leading-companies-invested-significantly-in-AI-technologies_964e5e7c.jpg?resize=300,158 300w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/91-of-leading-companies-invested-significantly-in-AI-technologies_964e5e7c.jpg?resize=1024,538 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><b>What is shadow AI?&nbsp;<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400\">Shadow AI refers to <strong>artificial intelligence systems operating beyond the visibility or control of those responsible for overseeing them<\/strong>. This can occur when AI applications are developed or used without being officially sanctioned or monitored by an organization&#8217;s IT department.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Shadow AI poses risks, including data privacy violations, regulatory non-compliance, and potential security breaches. It underscores the need for robust AI governance within organizations and the ability to audit and monitor AI activities.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">When IT signs off on particular technology, you can trust in simple measures like end-to-end encryption; reliable storage facilities; and the ability for IT leadership to easily monitor exactly what\u2019s happening and where.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Without that monitoring, your employees could be using AI in many inappropriate ways.<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Generating misinformation (and acting on it)<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Exposing proprietary company information to LLM manipulation<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Opening up customer data to unknown risks.<\/span><\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/What-is-shadow-AI-1_0864e5f1.jpg\" alt=\"What is shadow AI?\" class=\"wp-image-15835\" srcset=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/What-is-shadow-AI-1_0864e5f1.jpg 1200w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/What-is-shadow-AI-1_0864e5f1.jpg?resize=300,178 300w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/What-is-shadow-AI-1_0864e5f1.jpg?resize=1024,606 1024w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/What-is-shadow-AI-1_0864e5f1.jpg?resize=245,145 245w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><span style=\"font-weight: 400\">Although a lot of the landscape of AI is still unknown, the problems of Shadow AI are real. In May 2023, for example, <\/span><a href=\"https:\/\/techcrunch.com\/2023\/05\/02\/samsung-bans-use-of-generative-ai-tools-like-chatgpt-after-april-internal-data-leak\/\"><span style=\"font-weight: 400\">Samsung temporarily banned<\/span><\/a><span style=\"font-weight: 400\"> using any unauthorized AI applications after an internal data leak.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">The most prominent aspects of Shadow AI are part of wider AI security issues. AI Security has been recognized as a key concern for the sector since at least 2019, when Gartner <\/span><a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/gartner-top-10-strategic-technology-trends-for-2020\"><span style=\"font-weight: 400\">identified security as an important strategic trend<\/span><\/a><span style=\"font-weight: 400\">. The AI landscape has changed since then. However, privacy risks are more relevant in this rapidly-changing environment than ever.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">By the way. Although \u201cshadow IT\u201d and \u201crogue IT\u201d are the same thing, \u201cshadow AI\u201d and \u201crogue AI\u201d are very different. \u201cRogue AI\u201d refers to the dangers of careless use of AI: this is a real problem, but we won\u2019t discuss it in this article.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>The risks of shadow AI<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400\">The use of Shadow AI presents various risks, such as compromising data privacy, failing to meet regulatory requirements, and exposing vulnerabilities to potential security breaches. These risks highlight the critical importance of implementing robust AI governance frameworks within organizations.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">However, there&#8217;s a ton about AI that the folks in marketing, finance, or sales don&#8217;t know anything about. They won&#8217;t think about risk assessments or rigorous testing. So, the risks are huge if their local innovations are suddenly embedded as normal company practices. In this section, we&#8217;ll give a brief overview of the key dangers.&nbsp;<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.walkme.com\/lpages\/shadow-ai\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/Shadow-AI-CTA-2_6164e600.png\" alt=\"Shadow AI - CTA 2\" class=\"wp-image-15844\" srcset=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/Shadow-AI-CTA-2_6164e600.png 1256w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/Shadow-AI-CTA-2_6164e600.png?resize=300,91 300w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/Shadow-AI-CTA-2_6164e600.png?resize=1024,311 1024w\" sizes=\"(max-width: 1256px) 100vw, 1256px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Spreading misinformation&nbsp;<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">For general non-critical information, detecting misinformation quickly and easily is possible. But what about the most recent updates in local legislation? Or market trends over the past decade?<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Regrettably, generative AI has gained notoriety for fabricating information that holds no relevance to the real world. When such misinformation is conveyed to customers, it not only exposes companies to the risk of appearing foolish but also poses a more severe threat by potentially influencing flawed decision-making. Whether it pertains to strategic planning or operational processes, the ramifications of flawed information from generative AI can be detrimental.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">You can see the risks of financial losses, compliance failures, and missed opportunities. If employees are using shadow AI applications without any sign-off, they are potentially creating major problems for leadership.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Data security<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">Employing generative AI raises significant data privacy risks.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">For the user, inputting information into an AI chat panel isn&#8217;t a big deal. However, handing over that information is not secure. If the LLM is using that data for further training, you&#8217;re handing private information over for the bot to learn.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">In the future, those models may that personal information from training data. The AI may inadvertently replicate identifiable details, exposing individuals without their consent.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">It&#8217;s still too early to say all the different ways that shadow AI applications might compromise data privacy. Major data breaches affect millions of people. Statista reports that <\/span><a href=\"https:\/\/www.statista.com\/statistics\/273550\/data-breaches-recorded-in-the-united-states-by-number-of-breaches-and-records-exposed\"><span style=\"font-weight: 400\">generative AI may be one more loophole that data can leak through<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Security of proprietary information<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">Similarly, it&#8217;s not just sensitive data that AI may expose.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">For example, if you&#8217;ve used a careful series of prompts to generate code for highly specific tasks &#8211; congratulations, ChatGPT now knows a shortcut to the solution! That\u2019s bad news is you&#8217;ve got any competition.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Likewise, if you&#8217;ve used the AI tool to check computer code or summarize a unique strategy, it&#8217;s obvious that AI is not a secure conversation: only regulated AI activities can be trusted.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/The-risks-of-shadow-AI_64e5e817.jpg\" alt=\"The risks of shadow AI\" class=\"wp-image-15830\" srcset=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/The-risks-of-shadow-AI_64e5e817.jpg 1200w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/The-risks-of-shadow-AI_64e5e817.jpg?resize=300,153 300w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/The-risks-of-shadow-AI_64e5e817.jpg?resize=1024,521 1024w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><b>How to handle Shadow AI problems<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400\">In an ideal world, when your staff discovers amazing applications for generative AI, your company will quickly move the &#8220;shadow AI&#8221; use case into its portfolio of <\/span><a href=\"https:\/\/www.walkme.com\/blog\/saas-asset-management\/\"><span style=\"font-weight: 400\">SaaS asset management<\/span><\/a><span style=\"font-weight: 400\">.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">It&#8217;s a nice dream. But to make that happen, you&#8217;ve got to take some proactive steps. This section reviews some basics: you must get informed, start a conversation, and take a stance. As a bonus, we will also introduce the role of <\/span><a href=\"https:\/\/www.walkme.com\/glossary\/digital-adoption-platform\"><span style=\"font-weight: 400\">Digital Adoption Platforms<\/span><\/a><span style=\"font-weight: 400\"> as one of the critical technologies to fight shadow AI problems.&nbsp;<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Get educated<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">Leadership teams must stay well-informed to effectively guide <\/span><a href=\"https:\/\/www.walkme.com\/glossary\/decision-intelligence\/\"><span style=\"font-weight: 400\">intelligent decision-making<\/span><\/a><span style=\"font-weight: 400\"> on shadow AI.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Understanding the evolving landscape of AI technologies, associated risks, and potential benefits equips leaders to establish clear policies, allocate resources wisely, and promote responsible AI practices.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Informed leadership ensures that AI initiatives align with organizational goals, ethical standards, and compliance requirements, fostering a secure and forward-thinking approach to AI adoption while mitigating potential pitfalls.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Start a conversation<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">Conversations and workshops with staff at all levels facilitate sound decision-making regarding shadow AI. These interactions provide a platform for sharing insights, concerns, and best practices, enabling a comprehensive understanding of the organization&#8217;s AI needs and challenges.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">By involving employees in these discussions, organizations can identify potential instances of shadow AI, educate staff about risks, and foster a collaborative environment where ideas for AI projects can be vetted, approved, and developed with proper oversight. This inclusive approach enhances transparency, encourages responsible AI adoption, and empowers employees to make informed decisions that align with the organization&#8217;s strategic objectives.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>If necessary &#8211; take a hard line<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">In smaller companies, a soft approach might help resolve shadow AI. As long as staff are open about using AI solutions, leadership staff can learn how to leverage this technology better.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">However, medium- to large-size organizations will need to give staff less wiggle room. The <\/span><a href=\"https:\/\/www.linkedin.com\/in\/ljchan\"><span style=\"font-weight: 400\">CIO of Avnet, Max Chan<\/span><\/a><span style=\"font-weight: 400\">, takes a very cautious approach to AI: \u201cIf someone wants to try it, they have to submit a request, and we have to review it, and we will work with them to build a minimum viable product.\u201d<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Although this creates more paperwork, a cautious approach is more likely to produce reliable and trustworthy results in the long run.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>Use a digital adoption platform<\/b><\/h3>\n\n\n\n<p><span style=\"font-weight: 400\">For years, digital adoption platforms have been helping businesses to make <\/span><a href=\"https:\/\/www.walkme.com\/blog\/dap-workplace-efficiency\/\"><span style=\"font-weight: 400\">workplace technology run efficiently<\/span><\/a><span style=\"font-weight: 400\">. DAPs have adapted to the many challenges of recent years: and the major players in the field are always focused on the <\/span><a href=\"https:\/\/www.walkme.com\/blog\/future-of-digital-adoption-platforms\"><span style=\"font-weight: 400\">complex future of their services<\/span><\/a><span style=\"font-weight: 400\">.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">It is reassuring to know that DAPs like WalkMe are already responding to the challenges of shadow AI. With <\/span><a href=\"https:\/\/www.walkme.com\/discovery\/\"><span style=\"font-weight: 400\">WalkMe discovery<\/span><\/a><span style=\"font-weight: 400\">, leaders can quickly track how their employees use major AI applications. WalkME gives IT leaders the insights they need to make effective decisions about AI.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Once you have the insights you need, WalkMe can then put walkthroughs, workflows, and contextual help to ensure employees use it correctly.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">With a DAP, you can let employees be curious about IT &#8211; while keeping company data safe and protected.&nbsp;<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/How-to-handle-Shadow-AI-problems_0764e5e7.jpg\" alt=\"How to handle Shadow AI problems_0764e5e7\" class=\"wp-image-15829\" srcset=\"https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/How-to-handle-Shadow-AI-problems_0764e5e7.jpg 1200w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/How-to-handle-Shadow-AI-problems_0764e5e7.jpg?resize=300,180 300w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/How-to-handle-Shadow-AI-problems_0764e5e7.jpg?resize=1024,613 1024w, https:\/\/www.walkme.com\/blog\/wp-content\/uploads\/sites\/2\/2023\/08\/How-to-handle-Shadow-AI-problems_0764e5e7.jpg?resize=296,177 296w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><b>Let\u2019s Talk About The Future of Shadow AI&nbsp;<\/b><\/h2>\n\n\n\n<p><span style=\"font-weight: 400\">There are many <\/span><a href=\"https:\/\/www.walkme.com\/blog\/generative-ai-for-insurance\/\"><span style=\"font-weight: 400\">specific use cases for Generative AI<\/span><\/a><span style=\"font-weight: 400\"> across every industry. And although the future is uncertain for this technology, most companies will want to deploy AI solutions to efficiently improve company performance.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">Like any technological development for business, change managers know that they must plan effectively for <\/span><a href=\"https:\/\/www.walkme.com\/blog\/digital-transformation-security\/\"><span style=\"font-weight: 400\">digital transformation and security<\/span><\/a><span style=\"font-weight: 400\"> together. Generative AI can easily slip through the net.&nbsp;<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">And as we stand amid a lot of hype around AI, it&#8217;s no surprise that shadow AI poses such a risk. People are getting &#8220;trained&#8221; in many ways that won&#8217;t help organizational performance.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400\">But as we have seen, the solutions are there. Plan appropriately, and you can so long as you plan appropriately. <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"Shadow AI is a term used to describe artificial intelligence (AI) applications and tools implemented and used without the explicit<span class=\"moretag\">&#8230;<\/span>","protected":false},"author":246,"featured_media":15831,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"mobile_image_id":0,"tablet_image_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[89],"tags":[],"class_list":["post-15827","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-transformation"],"acf":{"__coauthors":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is shadow AI &amp; how to turn a liability into an asset\u00a0 - WalkMe Blog<\/title>\n<meta name=\"description\" content=\"Learn what shadow AI is and why it is considered a significant problem for every company, and what can be done to ensure the use of AI safely\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.walkme.com\/blog\/shadow-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is shadow AI &amp; 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