{"id":56092,"date":"2026-09-28T13:49:09","date_gmt":"2026-09-28T12:49:09","guid":{"rendered":"https:\/\/www.topdesk.com\/en\/?p=56092"},"modified":"2026-09-28T14:24:55","modified_gmt":"2026-09-28T13:24:55","slug":"is-your-service-desk-actually-ready-for-ai","status":"publish","type":"post","link":"https:\/\/www.topdesk.com\/en\/blog\/is-your-service-desk-actually-ready-for-ai\/","title":{"rendered":"Is your service desk actually ready for AI?"},"content":{"rendered":"<p><span data-contrast=\"none\">Right now, everyone\u2019s feeling the pressure to increase the amount of AI they\u2019re using in their working lives. The potential of AI is significant, and everyone from the service desk up to the boardroom wants more AI because of how it can improve productivity. The C-suite wants the AI strategy, managers want visible, measurable efficiency, and suppliers are pushing AI transformation, so working out how to get the most from your AI deployment is paramount.<\/span><\/p>\n<p><span data-contrast=\"none\">In this guide, we\u2019ll help you figure out if your service desk is actually ready for AI. Read on for practical tips on how to work out your AI readiness, and for concrete next steps you can get started with today.<\/span><\/p>\n<h2><span data-contrast=\"none\">Why AI fails<\/span><\/h2>\n<p><span data-contrast=\"none\">The pressure to implement AI is real, and that\u2019s because its potential is real. Unfortunately, this desire can have counterintuitive results, leading to teams deploying tooling before the foundations are properly in place. As we\u2019ll see, you can\u2019t expect to have solid results on shaky foundations.<\/span><\/p>\n<p>At the end of 2025, <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2026-04-07-gartner-says-artificial-intelligence-projects-in-infrastructure-and-operations-stall-ahead-of-meaningful-roi-returns\" target=\"_blank\" rel=\"noopener\">Gartner surveyed 782 infrastructure and operations leaders<\/a> and found that &#8220;only 28% of AI use cases in infrastructure and operations (I&amp;O) fully succeed and meet ROI expectations, while 20% fail outright&#8221; \u2014 and 38% said &#8220;poor data quality or limited data availability was a direct cause of AI project failure.&#8221;<\/p>\n<p><span data-contrast=\"none\">Issues such as these don\u2019t necessarily suggest that AI has no inherent value. Instead, it suggests that the quality of the fundamentals impacts the level of return on investment: strong foundations likely lead to positive ROI.<\/span><\/p>\n<h2><span data-contrast=\"none\">Introducing the Foundation-First Framework<\/span><\/h2>\n<p><span data-contrast=\"none\">So, how can you know if your company is ready to take full advantage of AI tooling? By running a full examination of your current state of play.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Introducing the Foundation-First Framework. In the next few sections of this article, we\u2019ll talk you through the Foundation-First Framework, and show you how you can use it to understand whether AI will add any real value to your team.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The Foundation-First Framework works by asking you to concentrate on a single use case, and then drill down into three key foundational pillars:<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Your knowledge<\/span><\/li>\n<li><span data-contrast=\"none\">Your process\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Your data\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Any AI that you look to introduce will need to be built on top of these three areas. The quality of these three pillars determines the quality of the output. Think of AI like an amplifier: good stuff in means good stuff out; bad stuff in\u2026 well, you get the idea.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Quick side note before we dig into things: it\u2019s important to state that the Foundation-First Framework is <\/span><i><span data-contrast=\"none\">not <\/span><\/i><span data-contrast=\"none\">another maturity model. Instead, it\u2019s a practical lens helping you to validate your potential use cases, to see whether you\u2019re ready to introduce AI to your service desk.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"none\">Knowledge: owned, findable, and fresh enough to trust<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:100}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">Let\u2019s start with knowledge. There are two main criteria for how functional your company\u2019s knowledge base is currently. The first is ownership, for example, who actually owns your knowledge? Let\u2019s be honest, \u201ceveryone owns the knowledge base\u201d is really just a polite way of saying that nobody does. Without accountability, how do you know what the single source of truth is? Which of three knowledge items on password resetting is the right one?\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The second point is findability. If the right answer can\u2019t be found by a person, then it won\u2019t be found by AI, either, because the same rules apply for humans and machines. If the answer is in your team\u2019s veteran\u2019s head, or if it\u2019s in some obscure private folder called \u2018final_v2_REALLY_final\u2019, then maybe sort that out before scaling your knowledge base using AI.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><strong><em>Test 1: <\/em><\/strong><em>If you want to work out how findable your knowledge is, ask a new colleague to find it. If they can\u2019t discover it, then AI will struggle, too.\u00a0\u00a0<\/em><\/p>\n<p><span data-contrast=\"none\">A map of who owns your knowledge\u2014and where to find it\u2014is not enough in itself. The knowledge also needs to be current enough that it\u2019s still accurate (because feeding AI outdated knowledge can be actively harmful); it needs to cover all of the common questions and repetitive responses that make up the bulk of your requests; and it needs to be a feedback loop\u2014in the sense that the new knowledge generated for every solution for every request is fed back into your knowledge base.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">If you can get these essentials right, then when it comes to adding AI to your workflow, you\u2019ll be generating accurate responses that are genuinely helpful to your users.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"none\">Process: can the work actually be followed?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:100}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The second foundation is your process. Whether or not your process is ready to scale up using AI is basically down to whether you can answer one simple question: can the process actually be followed?\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Follow these four checks to learn the answer:<\/span><\/p>\n<ol>\n<li><strong>Steps. <\/strong><span data-contrast=\"none\">Is your process documented well enough that somebody new could follow it?\u00a0<\/span><\/li>\n<li><strong>Handoffs. <\/strong><span data-contrast=\"none\">When a process moves between different people or teams, does the ownership stay clear? Is all information moved between groups without any losses?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li><strong>Exceptions<\/strong><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\"><strong>.<\/strong> Are the edge-cases known and documented?\u00a0<\/span><\/li>\n<li><strong>Review<\/strong><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:320,&quot;335559739&quot;:80}\"><strong>.<\/strong> Do you understand what parts of the work you\u2019re happy for AI to run with, versus where you want a human to make a decision?\u00a0\u00a0<\/span><\/li>\n<\/ol>\n<p><em><strong>Test 2<\/strong>: <\/em><em>Ask two experienced team members to handle the same request. Do they come back with the exact same approach? If they do, great, that process is ready to automate. If they don\u2019t, then it\u2019s time to clarify the approach.\u00a0\u00a0<\/em><\/p>\n<h2><span data-contrast=\"none\">Data: can you trust it?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:100}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The third and final foundation is your data. Putting AI on top of bad data means whatever process is scaled up or automated can\u2019t be trusted. But what is data readiness? It\u2019s certainly not about perfect data. As with most things in life, perfect doesn\u2019t exist. AI basically needs data that\u2019s consistent, permitted and useful enough to learn from.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u2018Useful enough to learn from\u2019 probably means that your categories are spelled correctly, that key fields are complete enough and that outcomes are described in enough detail to be helpful. \u2018Safe enough to use\u2019 probably means that access rules are clear, your sensitive data is handled with intentionality, and where necessary, human oversight is well-defined.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">One quick tip: the<\/span><a href=\"https:\/\/artificialintelligenceact.eu\/\"> <span data-contrast=\"none\">EU AI Act<\/span><\/a><span data-contrast=\"none\"> also treats data quality, documentation, traceability and human oversight as essential. Get these right once, and you&#8217;ll have data your AI can learn from and a head start on compliance, all from the same piece of work.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"none\">The same foundation, two outcomes<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:100}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">Knowledge, process and data are the three foundational pillars that will either make or break your AI deployment. If you\u2019ve got weak foundations, AI will take your tasks and confidently give you the wrong output.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Think of a repetitive task you&#8217;d like to hand off to AI. Now imagine running it on weak foundations and see what happens:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li><b><span data-contrast=\"none\">Outdated articles<\/span><\/b><span data-contrast=\"none\">: the AI confidently shares a fix for software you retired last year.<\/span><\/li>\n<li><b><span data-contrast=\"none\">Inconsistent categories<\/span><span data-contrast=\"none\">:<\/span><\/b> tickets land with the wrong team because &#8220;network&#8221; means something different to everyone.<\/li>\n<li><b><span data-contrast=\"none\">Unclear escalation<\/span><span data-contrast=\"none\">: <\/span><\/b>urgent issues sit in the queue because the AI doesn&#8217;t know who should pick them up.<\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Your team still gets answers, but they&#8217;re inaccurate often enough that nobody trusts the results.<span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/span><\/p>\n<p><span data-contrast=\"none\">On the other side, consider what happens when running the same scenario on strong foundations:<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\"><strong>Summarize<\/strong>: forty updates become one clean summary so that nobody has to ask the user to explain it all again.<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>Classify<\/strong>: categories and routing become consistent so requests reach the right team the first time.<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>Draft knowledge<\/strong>: solved requests become draft articles.<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>Communicate<\/strong>: replies get clearer, and automated translation stops slowing things down.<\/span><\/li>\n<li><span data-contrast=\"none\"><strong>Self-service<\/strong>: people get a useful answer before they even submit a request.<span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Each of these wins automates a specific, repeated and annoying task, freeing up your teams to work on the hard problems they might not otherwise have the time for.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">And these are only the first wins\u2026<\/span><\/p>\n<h2><span data-contrast=\"none\">Assistive versus autonomous AI<\/span><\/h2>\n<p><span data-contrast=\"none\">The sorts of tasks we\u2019ve been considering so far have been assistive. But what about agents? Agentic AI is autonomous. But assistive AI can operate with a few small cracks in the foundations, because a human is always going to be in the loop. But that\u2019s not the case when it comes to agentic AI.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">This means that if you\u2019ve got absolutely perfect foundations, you can use agentic AI. But if you don\u2019t, then this limits the AI you can deploy to assistive-only. The more work AI does on its own, the stronger knowledge, process, and data need to be.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"none\">Start with one repetitive task<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:360,&quot;335559739&quot;:100}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The pressure to build AI into your workflows is probably going to keep increasing. That\u2019s because the potential of AI is massive\u2014but only if the right foundations are in place to ensure that what comes out the other end is actually helpful and trustworthy. <\/span> <span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">So, start with one repetitive task, follow the Foundation-First Framework, and let us know how far you get. Or, if you\u2019d like, talk to us about a readiness check: Get Ready for AI.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Right now, everyone\u2019s feeling the pressure to increase the amount of AI they\u2019re using in their working lives. The potential of AI is significant, and everyone from the service desk up to the boardroom wants more AI because of how it can improve productivity. The C-suite wants the AI strategy, managers want visible, measurable efficiency,<\/p>\n","protected":false},"author":385,"featured_media":56029,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":"","inline_featured_image":false,"editor_notices":[],"footnotes":""},"class_list":["post-56092","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":{"blog_author":27042,"blog_hubspot_cta_link":"","toc_display":"not-visible","blog_promotion_overwrite":false,"blog_promotion":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Is your service desk actually ready for AI? | TOPdesk<\/title>\n<meta name=\"description\" content=\"Is your service desk actually ready for AI? 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