{"id":24321,"date":"2025-01-15T08:19:10","date_gmt":"2025-01-15T14:19:10","guid":{"rendered":"https:\/\/blog.planview.com\/?p=24321"},"modified":"2025-01-15T08:19:12","modified_gmt":"2025-01-15T14:19:12","slug":"is-devops-the-key-to-successful-ai-implementation","status":"publish","type":"post","link":"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/","title":{"rendered":"Is DevOps the Key to Successful AI Implementation?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">What if the principles that transformed software development over the last decade could be the key to successfully implementing AI in your organization?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the <a href=\"https:\/\/podcast8w.podbean.com\/e\/the-godfather-of-devops-on-ai-automation-and-innovation\/\" class=\"ek-link\">latest Mik + One podcast<\/a>, Dr. Mik Kersten, Chief Technology Officer at Planview, sat down with Patrick Debois, known as the &#8220;godfather of DevOps,&#8221; to explore this question.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Their conversation reveals how DevOps practices\u2014particularly experience with managing unpredictable systems, scaling infrastructure, and evolving testing approaches\u2014are proving crucial for AI implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From organizational structure to developer roles, Debois shares insights on why DevOps experience gives teams a unique advantage in navigating the <a href=\"https:\/\/www.planview.com\/lp\/ai-in-the-enterprise\/\" class=\"ek-link\">challenges of enterprise AI adoption<\/a>.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#Who_is_Patrick_Debois\" >Who is Patrick Debois?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#Podcast_Key_Takeaways\" >Podcast Key Takeaways<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#Best_Clip\" >Best Clip<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#3_Ways_DevOps_Addresses_AI_Challenges\" >3 Ways DevOps Addresses AI Challenges<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#Changing_the_Future_of_Development\" >Changing the Future of Development<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/blog.planview.com\/is-devops-the-key-to-successful-ai-implementation\/#Want_More\" >Want More?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-who-is-patrick-debois\"><span class=\"ez-toc-section\" id=\"Who_is_Patrick_Debois\"><\/span>Who is Patrick Debois?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick Debois is credited with <a href=\"https:\/\/devops.com\/the-origins-of-devops-whats-in-a-name\/\" target=\"_blank\" aria-label=\"coining the term &quot;DevOps&quot; (opens in a new tab)\" rel=\"noreferrer noopener\" class=\"ek-link\">coining the term &#8220;DevOps&#8221;<\/a> and has been instrumental in shaping how organizations approach software development and operations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With a career spanning various roles from developer to ops person to manager, Patrick has consistently focused on building bridges between different organizational functions. Today, he&#8217;s applying these same integration and automation principles to the challenges of implementing generative AI in enterprise environments.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-podcast-key-takeaways\"><span class=\"ez-toc-section\" id=\"Podcast_Key_Takeaways\"><\/span>Podcast Key Takeaways<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DevOps principles of resilience engineering and observability are essential for AI system success.<\/li>\n\n\n\n<li>Platform teams should centralize AI infrastructure including model access, tracing, and governance.<\/li>\n\n\n\n<li>Organizations need new testing frameworks that incorporate AI-based quality assessment and gradual releases.<\/li>\n\n\n\n<li>The future of development involves balancing automation with maintaining system understanding.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-clip\"><span class=\"ez-toc-section\" id=\"Best_Clip\"><\/span>Best Clip <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick discusses the role of automation and developers, arguing that automation is beneficial but comes with pitfalls like over-reliance and complacency, which can make certain tasks harder.<\/p>\n\n\n<div class=\"video-thumbnail text-center video-thumbnail-link-wrapper\">\n  <a class=\"vidyard-modal\" href=\"#modal-video-vidyard\" data-uuid=\"NX4WC3SxRMPYpeVg2hJPXd\" data-toggle=\"modal\" data-target=\"#modal-video-vidyard\">\n    <img decoding=\"async\" class=\"img-responsive center-block\" title=\"Video: \" src=\"https:\/\/play.vidyard.com\/NX4WC3SxRMPYpeVg2hJPXd.jpg\" alt=\"Video: \">\n    <i class=\"icon-play-circle-solid\"><\/i>\n  <\/a>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-3-ways-devops-addresses-ai-challenges\"><span class=\"ez-toc-section\" id=\"3_Ways_DevOps_Addresses_AI_Challenges\"><\/span>3 Ways DevOps Addresses AI Challenges<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;To get the first thing out of the door, you need a use case that brings the value. If you&#8217;re not iterating on that\u2014if you&#8217;re immediately thinking about all the problem space and on the solution\u2014that&#8217;s a problem in itself.&#8221;<\/p>\n<cite>Patrick Debois<\/cite><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Transitioning to AI-enabled development presents significant challenges, but DevOps practitioners are uniquely positioned to address them. Here&#8217;s why:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-managing-unpredictability-and-change\">Managing unpredictability and change<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The rapidly evolving AI landscape, with its shifting tools and frameworks, creates significant uncertainty for organizations. DevOps teams excel here because they&#8217;ve mastered handling unpredictable systems and building resilient architectures.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick emphasizes how DevOps practices of continuous integration and flexible deployment enable organizations to easily switch between different AI providers and frameworks rather than becoming locked into specific solutions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Read Next:<\/strong> <a href=\"https:\/\/info.planview.com\/building-an-AI-strategy-for-digital-transformation-success-_whitepaper_plt_en_reg.html\" target=\"_blank\" aria-label=\"Building an AI Strategy for Digital Transformation Success (opens in a new tab)\" rel=\"noreferrer noopener\" class=\"ek-link\">Building an AI Strategy for Digital Transformation Success<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-building-effective-feedback-loops\">Building effective feedback loops<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI systems introduce new complexities in testing and quality assurance that traditional approaches can&#8217;t fully address. DevOps teams are already skilled at what Patrick calls &#8220;dealing better with failure&#8221;\u2014creating robust feedback loops and monitoring systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This experience translates directly to AI implementation, where production feedback becomes even more critical than in traditional software development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Read Next:<\/strong> <a href=\"https:\/\/www.planview.com\/resources\/articles\/mastering-integration-automation\/\">Mastering Integration Automation: How to Build, Test, and Deploy with Continuous Integration<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-scaling-infrastructure-and-operations\">Scaling infrastructure and operations<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations struggle with decisions about <a href=\"https:\/\/blog.planview.com\/should-you-build-or-buy-your-generative-ai-solution\/\">building versus buying AI infrastructure<\/a> and managing data accessibility. DevOps teams bring valuable experience in scaling infrastructure and managing API-driven systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick highlights how DevOps practices around platform teams and shared services can help organizations build centralized AI infrastructure while maintaining team autonomy\u2014a critical balance for successful AI implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Read Next:<\/strong> <a href=\"https:\/\/blog.planview.com\/trends-in-ai-should-you-view-data-as-a-product\/\">Trends in AI: Should You View Data Like a Product?<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-changing-the-future-of-development\"><span class=\"ez-toc-section\" id=\"Changing_the_Future_of_Development\"><\/span>Changing the Future of Development<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">We&#8217;re all moving from more producing to more reviewing. We&#8217;re moving from a diff[erence] to an ops person who deals with reviewing and understanding the implications of what&#8217;s being generated.<\/p>\n<cite>Patrick Debois<\/cite><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick highlights that while AI will transform <a href=\"https:\/\/blog.planview.com\/the-rise-of-the-llm-native-developer-navigating-the-future-of-ai-integrated-development\/\" class=\"ek-link\">how we develop software<\/a>, the fundamental principles of DevOps\u2014especially those related to handling failure, ensuring resilience, and maintaining observability\u2014will become even more critical.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations that can successfully apply these principles while adapting to AI&#8217;s unique characteristics will be best positioned to leverage this technology effectively.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-want-more\"><span class=\"ez-toc-section\" id=\"Want_More\"><\/span>Want More?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/podcast8w.podbean.com\/e\/the-godfather-of-devops-on-ai-automation-and-innovation\/\" class=\"ek-link\">Listen to the full episode<\/a> to hear:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How to build effective AI feedback systems that prevent costly mistakes while encouraging innovation<\/li>\n\n\n\n<li>Practical strategies for measuring AI implementation success beyond traditional metrics<\/li>\n\n\n\n<li>Patrick&#8217;s insights on avoiding common AI adoption pitfalls, drawn from his extensive DevOps transformation experience<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Check out the <\/strong><a href=\"https:\/\/www.planview.com\/lp\/mik-plus-one\/\"><strong>Mik + One archives<\/strong><\/a><strong> to hear conversations with other industry experts. <\/strong><a href=\"https:\/\/info.planview.com\/mik-kersten-list-_signup_vsm_en_reg.html\"><strong>Be sure to subscribe<\/strong><\/a><strong> to learn when new episodes are released.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Episode 60: <a href=\"https:\/\/podcast8w.podbean.com\/e\/episode-60-robin-yeman-and-dr-suzette-johnsonon-on-becoming-more-agile\/\" class=\"ek-link\">Robin Yeman and Dr. Suzette Johnson on Implementing Lean, Agile, and DevOps Principles<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Episode 42: <a href=\"https:\/\/flowframework.org\/ffc-podcast\/manuel-pais\/\" class=\"ek-link\">Manuel Pais on Organizing Business and Technology Teams for Fast Flow<\/a>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Episode 44: <a href=\"https:\/\/flowframework.org\/ffc-podcast\/geordie-henderson\/\">Geordie Henderson on Implementing Organizational Design and Innovation to Scale High-Performing Teams<\/a>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What if the principles that transformed software development over the last decade could be the key to successfully implementing AI in your organization? In the latest Mik + One podcast, Dr. Mik Kersten, Chief Technology Officer at Planview, sat down with Patrick Debois, known as the &#8220;godfather of DevOps,&#8221; to explore this question.<\/p>\n","protected":false},"author":218,"featured_media":24329,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[9582,9547,9544,9543,477],"tags":[],"class_list":["post-24321","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-devops-teams","category-project-to-product-shift","category-value-stream-management","category-vision-trends"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - 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