{"id":11055,"date":"2026-05-19T18:41:31","date_gmt":"2026-05-20T00:41:31","guid":{"rendered":"https:\/\/attentionmedia.io\/?p=11055"},"modified":"2026-05-19T18:41:31","modified_gmt":"2026-05-20T00:41:31","slug":"what-marketing-can-learn-from-it-about-running-complex-technology","status":"publish","type":"post","link":"https:\/\/attentionmedia.io\/?p=11055","title":{"rendered":"What marketing can learn from IT about running complex technology"},"content":{"rendered":"<div><img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/martech.org\/wp-content\/uploads\/2025\/02\/Martech-complexity-AI-generated-image-800x450.png\" class=\"attachment-large size-large wp-post-image\" alt=\"Martech complexity - AI-generated image\" \/><\/div>\n<p>Marketing and creative teams now run technology environments as complex as many enterprise IT systems. But while IT organizations built disciplines around governance, service ownership, and operational management, marketing teams still tend to manage martech through disconnected projects and expanding tool stacks.<\/p>\n<p>Today\u2019s enterprise marketing and creative environments are no longer mere collections of tools. They\u2019re live operating environments that incorporate a long and ever-growing list of marketing technology integrations.<\/p>\n<p>When production slows, marketers typically gravitate toward solutions like adding automation. Likewise, they layer in workflow software when briefing gets messy, connect another analytics tool when reporting weakens, and introduce AI when scaling becomes painful.<\/p>\n<p>Each move may make sense individually because it addresses a clear pain point. But marketers inevitably plug in each solution without considering the larger ecosystem. To avoid creating dysfunctional operating systems, marketing should adopt IT\u2019s approach to running complex technology.<\/p>\n<p><a href=\"https:\/\/www.semrush.com\/lp\/semrush-one\/en\/?utm_campaign=ic_semrush_one&amp;utm_source=searchengineland.com&amp;utm_medium=overlay&amp;onboarding=off\" target=\"_blank\"><\/a><\/p>\n<div>\n<div>\n<div class=\"headline-responsive\">\n        Your customers search everywhere. Make sure your brand <span>shows up<\/span>.\n      <\/div>\n<p>\n        The SEO toolkit you know, plus the AI visibility data you need.\n      <\/p>\n<\/div>\n<div>\n      <span>Start Free Trial<\/span>\n    <\/div>\n<div>\n<div>Get started with<\/div>\n<p>      <img decoding=\"async\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp\" alt=\"Semrush One Logo\" \/>\n    <\/p><\/div>\n<\/div>\n<p><\/p>\n<h2 class=\"wp-block-heading\">Marketing\u2019s capabilities grew faster than its operating maturity<\/h2>\n<p>Marketing teams acquired technology faster than they\u2019ve built the discipline needed to run it coherently. When systems were simpler and less interdependent, a fragmented martech approach could work. But that time has passed.<\/p>\n<p>Over the past 15 years, the martech landscape has grown from hundreds to thousands, and now to tens of thousands of solutions. No longer a neat list of software choices, the category is now a messy, sprawling ecosystem of vendor platforms, modules, tools, connectors, APIs, and custom builds.<\/p>\n<p>If marketing\u2019s core problem centered on access to capability, efficiency would increase as the stack expanded. But efficiency suffers because capability continues to grow faster than organizations can evolve.<\/p>\n<p>There are already far too many tools in the typical martech stack, and AI and automation only compound the problem. As a result, the most critical challenge for consistent creative outputs has become running a complex and changing technology environment.<\/p>\n<h2 class=\"wp-block-heading\">Why martech outgrew the project model<\/h2>\n<p>Marketing still funds and views technology through a project-based lens. Teams select the vendor, implement the tool, migrate the content, and roll out the workflow. Then, they train the users, launch the capability, and finally close the transformation.<\/p>\n<p>Projects inevitably end \u2014 but services don\u2019t.<\/p>\n<h3 class=\"wp-block-heading\">Martech requires ownership beyond implementation<\/h3>\n<p>A live marketing or creative platform creates immediate operational obligations. Someone must own intake, manage roles and permissions, and protect template integrity. Someone must also maintain metadata standards, define support, prioritize the backlog, document changes, and keep the platform aligned to changing use cases without letting it collapse into sprawl.<\/p>\n<p>When any of these elements slip, the environment drifts:<\/p>\n<ul class=\"wp-block-list\">\n<li>Local teams build side routes.<\/li>\n<li>Users lose trust.<\/li>\n<li>Reporting becomes unreliable.<\/li>\n<li>Integrations become brittle.<\/li>\n<\/ul>\n<p>Each workaround creates another exception. Within a year, the platform still exists, and the license is renewed. But the system no longer behaves as a controlled environment.<\/p>\n<h3 class=\"wp-block-heading\">Marketing needs a service mindset, not a project mindset<\/h3>\n<p>Many organizations declare martech implementations successful too early. The configuration is done, the launch has happened, and the training is complete. But the conditions for sustained operation aren\u2019t established.<\/p>\n<p>A martech platform is ready to go live only when ownership, governance, intake, support, documentation, release discipline, role clarity, and success measures are also in place.<\/p>\n<p>This approach impacts funding and staffing. A project-focused mindset prioritizes implementation roles, including program leads, migration teams, vendor consultants, rollout leads, and launch-focused trainers. But a service mindset requires enduring ownership roles, such as: platform owners, service owners, support leads, governance leads, creative technologists, creative engineers, adoption leads, and platform directors.\u00a0<\/p>\n<p>Operational obligations begin before launch and continue across everyday actions. Start considering who will be responsible for keeping the environment running smoothly.<\/p>\n<h2 class=\"wp-block-heading\">What IT can teach marketing about managing tech stacks<\/h2>\n<p>Operating discipline is the cornerstone of IT culture because it stops the ecosystem from imploding. IT teams understand that the value of technology doesn\u2019t come from implementation alone. Instead, ongoing maintenance and management are equally important for consistent operation \u2014 especially when your martech stack reaches enterprise-level integration and complexity.<\/p>\n<p>IT views the entire ecosystem as a live service, navigating difficult questions like:<\/p>\n<ul class=\"wp-block-list\">\n<li>Who owns the platform?<\/li>\n<li>What does success look like in operation?<\/li>\n<li>What counts as a change?<\/li>\n<li>What needs approval?<\/li>\n<li>What is the support path?<\/li>\n<li>How is reliability measured?<\/li>\n<li>What gets documented?<\/li>\n<li>How does the environment keep improving without destabilizing itself?<\/li>\n<\/ul>\n<p>To successfully adopt complex technology, organizations must establish a management layer. Marketing should take its lead from IT teams, which have structures for essential components such as service ownership, change management, incident handling, request management, and release control.<\/p>\n<h2 class=\"wp-block-heading\">Architecture and orchestration are critical requirements, not theoretical ideas<\/h2>\n<p>Marketing environments become unstable when organizations treat architecture and orchestration as technicalities instead of demanding active stewardship. These elements are critical, as they determine how an environment functions and whether it can absorb growth without becoming incoherent.<\/p>\n<p>Marketing and creative environments are full of these kinds of decisions:<\/p>\n<ul class=\"wp-block-list\">\n<li>Is workflow modeled around job types, channels, asset classes, markets, or business units?<\/li>\n<li>Are templates controlled assets or local conveniences?<\/li>\n<li>Is metadata designed for findability, reporting, rights, activation, or all of the above?<\/li>\n<li>Which system is authoritative for status?<\/li>\n<li>Where do approvals become legally meaningful?<\/li>\n<li>How do human review steps interact with AI-assisted generation?<\/li>\n<\/ul>\n<p>IT teams understand that buying a platform doesn\u2019t solve architectural or orchestration problems. It only gives you the potential for various capabilities.<\/p>\n<p>This is an area where marketing needs to mature. Marketing teams must be more deliberate about how systems fit together, which decisions to standardize, where to allow variation, and how to avoid letting the environment turn every local exception into permanent complexity.<\/p>\n<h2 class=\"wp-block-heading\">System stewardship is the real skills gap for marketing teams<\/h2>\n<p>Current conversations about marketing capabilities largely focus on AI literacy, prompt skills, familiarity with models, and the ability to move faster with tools. While these capabilities matter, the real gap is an increasing dependence on technology without the capacity to steward technology environments.<\/p>\n<p>Agency experience and skills typically center around old-school studio management, including producing and delivering campaigns. As a result, creative and marketing operations leaders are often unfamiliar with concepts such as service ownership, architectural governance, controlled change, operational readiness, platform lifecycle management, support design, and enterprise accountability models.<\/p>\n<p>This is why hybrid roles matter. Creative technologists translate production realities into platform logic and back again. Creative engineers build and maintain capability close to the workflow.<\/p>\n<p>Platform owners treat marketing systems as evolving products with roadmaps, priorities, and user communities. Governance leads understand permissions, policy, data movement, rights, and compliance. Enablement leaders understand that adoption involves building competency over time rather than one training session.<\/p>\n<h2 class=\"wp-block-heading\">It\u2019s time for marketing to borrow IT\u2019s discipline<\/h2>\n<p>Historically, marketing and IT have operated separately. But a more integrated working relationship is now necessary. Marketing and creative functions need stronger technical capabilities inside their own operating environments, as they can\u2019t outsource every technology decision to IT.\u00a0<\/p>\n<p>Elements such as workflow design, asset models, metadata, review logic, platform priorities, and production-facing changes are too close to the work for another department to understand and govern. For example, brand expression, customer responsiveness, commercial timing, content quality, and creative experimentation are well outside IT\u2019s purview.\u00a0<\/p>\n<p>At the same time, marketing can\u2019t treat security, identity, data policy, infrastructure, integration standards, compliance controls, and enterprise architecture as optional external constraints. They require a disciplined partnership with enterprise technology teams.<\/p>\n<p>Organizations need a clearer joint operating model that balances control with flexibility. This approach borrows the discipline that makes complex systems manageable while preserving the adaptability required by market-facing work. It effectively translates and adapts the IT discipline to a different environment.<\/p>\n<h2 class=\"wp-block-heading\">The operational model for the next era of marketing<\/h2>\n<p>Marketing and creative tech stacks have become too important and too connected to exist as loose sets of tools attached to workflows. When organizations adopt new technology, they must determine the operating model required by those platforms.\u00a0<\/p>\n<p>Consistent capability is the measure of a well-run environment. That means governance must enable progress, development must connect to evolving needs, and standards must create a safe space for experimentation. Ownership should enable rather than restrict.<\/p>\n<p>The post <a href=\"https:\/\/martech.org\/what-marketing-can-learn-from-it-about-running-complex-technology\/\">What marketing can learn from IT about running complex technology<\/a> appeared first on <a href=\"https:\/\/martech.org\/\">MarTech<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Marketing and creative teams now run technology environments as complex as many enterprise IT systems. But while IT organizations built disciplines around governance, service ownership, and operational management, marketing teams still tend to manage martech through disconnected projects and expanding tool stacks. Today\u2019s enterprise marketing and creative environments are no longer mere collections of tools. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/attentionmedia.io\/?p=11055\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8220;What marketing can learn from IT about running complex technology&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11055","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"featured_media_urls":{"thumbnail":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"medium":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"medium_large":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"large":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"1536x1536":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"2048x2048":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"inspiro-featured-image":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"inspiro-loop":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"inspiro-loop@2x":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail@2x":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-masonry":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-masonry@2x":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail_cinema":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail_portrait":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail_portrait@2x":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false],"portfolio_item-thumbnail_square":["https:\/\/martech.org\/searchengineland.com\/wp-content\/seloads\/2025\/11\/semrush-one.webp",0,0,false]},"_links":{"self":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts\/11055","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11055"}],"version-history":[{"count":0,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts\/11055\/revisions"}],"wp:attachment":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11055"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11055"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11055"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}