{"id":40173,"date":"2025-10-30T21:09:29","date_gmt":"2025-10-30T21:09:29","guid":{"rendered":"https:\/\/eduzim.co.zw\/news\/?p=40173"},"modified":"2025-10-30T21:09:29","modified_gmt":"2025-10-30T21:09:29","slug":"ai-powered-maintenance-the-key-to-efficiency-resiliency-and-sustainability-in-future-ready-data-centres","status":"publish","type":"post","link":"https:\/\/eduzim.co.zw\/news\/2025\/10\/30\/ai-powered-maintenance-the-key-to-efficiency-resiliency-and-sustainability-in-future-ready-data-centres\/","title":{"rendered":"AI-Powered Maintenance: The Key To Efficiency, Resiliency And Sustainability In Future-Ready Data Centres"},"content":{"rendered":"<p>\n<\/p>\n<div>\n<p>The data centre marketplace is facing a conundrum of sorts; on the one hand, operators are now investing heavily in infrastructure to meet AI\u2019s growing demands, on the other hand, it still (often) relies on outdated maintenance methods to manage mission-critical equipment.<\/p>\n<p>But with rising energy demands, talent shortages, stricter sustainability regulations, and mounting risks of downtime, change has become non-negotiable. Enter Condition-Based Maintenance (CBM), which is powered by AI and is fast becoming a necessity in ensuring both competitiveness and resilience.<\/p>\n<p><strong>Why traditional maintenance falls short<\/strong><\/p>\n<p>There\u2019s no doubt that time-based or reactive maintenance models have the potential to expose data centres to unnecessary downtime, inefficient resource use, higher costs, and compliance risks.<\/p>\n<p>Additionally, as AI workloads continue to drive demand for greater computational power and more complex infrastructure, failures in innovative technologies become costly. This is particularly true in sectors such as\u00a0 finance, healthcare, and e-commerce, where outages can cause severe reputational damage and financial loss.<\/p>\n<p>According to <strong>Uptime Institute<\/strong>, the average cost of IT downtime ranges from $6 000 to $9 000 per minute, with some outages exceeding $1 million. Talent shortages amplify the risk: <strong>half of operators<\/strong> (51%) reported difficulty in finding qualified candidates to fill their job openings, for the third year running. In addition, Uptime Institute estimates, and based on 25 years of data, <strong>human error<\/strong> plays a role in more than 66% of data centre outages.<\/p>\n<p>Traditional maintenance typically suffers from three flaws:<\/p>\n<ul class=\"wp-block-list\">\n<li>Calendar-based servicing wastes resources and fails to prevent unexpected failures.<\/li>\n<li>Contracts often cover only narrow equipment sets, not entire systems.<\/li>\n<li>Technicians may lack the skills or connectivity to manage multi-vendor, multi-site ecosystems.<\/li>\n<\/ul>\n<p><strong>The solution: systemic CBM<\/strong><\/p>\n<p>AI-driven CBM offers a rounded and proactive solution. For example, by embedding sensors to collect real-time data on temperature, vibration, pressure and wear, CBM continuously monitors equipment health. Predictive analytics then identify issues before they escalate, enabling interventions only when necessary.<\/p>\n<p>This approach reduces downtime, minimises human error, and extends asset lifespans. Over time, CBM systems self-optimise by learning from new data points, creating a cycle of continuous improvement.<\/p>\n<p>Importantly, human judgement remains vital to complement AI insights, ensuring multi-layered decisions in complex environments. CBM offers measurable benefits such as:<\/p>\n<ul class=\"wp-block-list\">\n<li>Efficiency and uptime \u2013 predictive analytics reduce costs and downtime by 20%.<br \/>(International Energy Agency).<\/li>\n<li>Resource optimisation \u2013 according to a recent Schneider Electric report, early CBM implementation can result in up to a 40% reduction in on-site maintenance interventions and a 20% decrease in operational costs<\/li>\n<li>Sustainability \u2013 CBM reduces energy waste and extends equipment lifespans, directly supporting carbon reduction targets.<\/li>\n<li>Reliability \u2013 consistent performance and service continuity are maintained, even amid technician shortages.<\/li>\n<li>Cybersecurity \u2013 continuous monitoring identifies anomalies early, reducing vulnerabilities and centralising infrastructure management to shrink attack surfaces.<\/li>\n<li>Cost Reduction<strong> \u2013<\/strong> <strong>Compass Data Centres<\/strong> cut costs through AI-powered maintenance, with a shift to CBM leading to a 40% reduction in manual, on-site interventions and a 20% decrease in OPEX.<\/li>\n<\/ul>\n<p><strong>A strategic imperative<\/strong><\/p>\n<p>Future-ready data centres demand proactive strategies. Whether designing a new facility or upgrading legacy systems, integrating AI-powered CBM is critical.<\/p>\n<p>For new builds, embedding CBM from the design stage ensures seamless, data-driven operations from day one. For existing facilities, a phased rollout helps mitigate risks while transitioning infrastructure.<\/p>\n<p>With CBM, data centres can evolve into efficient, resilient, and sustainable facilities, ready to harness AI to optimise operations and drive innovation in an increasingly demanding digital world.<\/p>\n<p>Article by <em>Canninah Dladla, Cluster President for English-speaking Africa at Schneider Electric<\/em><\/p>\n<\/div>\n<p>\n<script data-jetpack-boost=\"ignore\" async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-1669381584671856\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<!-- Africa tv video display -->\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block\"\r\n     data-ad-client=\"ca-pub-1669381584671856\"\r\n     data-ad-slot=\"3579572842\"\r\n     data-ad-format=\"auto\"\r\n     data-full-width-responsive=\"true\"><\/ins>\r\n<script data-jetpack-boost=\"ignore\">\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script><br \/>\n#AIPowered #Maintenance #Key #Efficiency #Resiliency #Sustainability #FutureReady #Data #Centres<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The data centre marketplace is facing a conundrum of sorts; on the one hand, operators are now investing heavily in&hellip;<\/p>\n","protected":false},"author":1,"featured_media":40174,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32,11],"tags":[7810,9159,826,8683,9172,2804,41,9171,1952],"class_list":["post-40173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mzansi","category-world","tag-aipowered","tag-centres","tag-data","tag-efficiency","tag-futureready","tag-key","tag-maintenance","tag-resiliency","tag-sustainability"],"_links":{"self":[{"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/posts\/40173","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/comments?post=40173"}],"version-history":[{"count":1,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/posts\/40173\/revisions"}],"predecessor-version":[{"id":40175,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/posts\/40173\/revisions\/40175"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/media\/40174"}],"wp:attachment":[{"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/media?parent=40173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/categories?post=40173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eduzim.co.zw\/news\/wp-json\/wp\/v2\/tags?post=40173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}