{"id":48583,"date":"2025-06-11T08:00:00","date_gmt":"2025-06-11T14:00:00","guid":{"rendered":"https:\/\/swimlane.com\/?post_type=sw_resource&#038;p=48583"},"modified":"2025-12-08T23:49:57","modified_gmt":"2025-12-09T06:49:57","slug":"%ea%b2%bd%ec%a0%9c%ed%95%99-%ec%a7%80%ec%86%8d-%ea%b0%80%eb%8a%a5%ed%95%9c-ai-%ec%84%b1%ec%9e%a5","status":"publish","type":"sw_resource","link":"https:\/\/swimlane.com\/ko\/blog\/economics-sustainable-ai-growth\/","title":{"rendered":"\uc9c0\uc18d \uac00\ub2a5\ud55c AI \uc131\uc7a5\uc758 \uacbd\uc81c\ud559 \ubc0f \uace0\uac1d\uc774 \uad00\uc2ec\uc744 \uac00\uc838\uc57c \ud558\ub294 \uc774\uc720"},"content":{"rendered":"\n\n\n<section class=\"bs-section bs-section-f49668dca89a07af4c4bed27713f079b6839f643 bs-section---default bs-section--blog-inner-banner  \"><style>.bs-section.bs-section-f49668dca89a07af4c4bed27713f079b6839f643{ background-color: #000743;} <\/style><div class=\"container\">\n<div class=\"bs-row row  flex-md-row-reverse bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-12 col-lg-6   bs-column-3c02e72bbbdd27fbc2206a57dc520373f8b450b2 bs-column---default bs-column--right d-flex flex-column justify-content-end    \"><figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-26.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Security operations center environment with analysts monitoring multiple screens displaying threat intelligence and network data.\" style=\"object-fit:cover;\" srcset=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-26.jpg 1120w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-26-300x178.jpg 300w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-26-1024x609.jpg 1024w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-26-768x457.jpg 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" \/><\/figure><\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-6   bs-column-6a13826d98ae006805bf00373c567a95c3c65a9a bs-column---default d-flex flex-column    \"><div class=\"wp-block-post-date\"><time datetime=\"2025-06-11T08:00:00-06:00\">6\uc6d4 11, 2025<\/time><\/div>\n\n<h1 class=\"wp-block-post-title has-text-color has-white-color\">The Economics of Sustainable AI Growth and Why Customers Should Care<\/h1>\n\n\n<div class=\"bs-div bs-div-f106fb945b2c4610a440b9e5b4f63c0c1cbbec02 bs-div---default\"><div class=\"bs-div__inner d-flex flex-wrap align-items-center    \">\n<a class=\"bs-post__author has-text-align-center\" href=\"https:\/\/swimlane.com\/ko\/author\/Cody_Cornell\/\">\n\t<div class=\"profile-desc\">\n\t\t<figure>\n\t\t\t<img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/Headshot.jpg\" alt=\"user-avatar\">\n\t\t<\/figure>\n\t\t<span class=\"prefix\"><\/span>\n\t\t<span class=\"name\">\n\t\t\tCody Cornell\t\t<\/span>\n\t<\/div>\n<\/a>\n\n\n\n<div class=\"reading-time\">\n    <span class=\"reading-time__time\">3 <\/span> Minute Read\n<\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n\n\n\n\n<section class=\"bs-section bs-section-050e6505c2b06c7ce9ca858e2f56661a365e6ba8 bs-section---default bs-section--blog-inner-main-contents  \"><div class=\"container\">\n<div class=\"bs-row row justify-content-between  bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-1   bs-column-b9d738473a055284b615b4f50be5a383dfe4cc38 bs-column---default     \"><div class=\"heateor_sss_sharing_container heateor_sss_horizontal_sharing\" data-heateor-ss-offset=\"0\" data-heateor-sss-href='https:\/\/swimlane.com\/ko\/blog\/economics-sustainable-ai-growth\/'><div class=\"heateor_sss_sharing_ul\"><a aria-label=\"Email\" class=\"heateor_sss_email\" href=\"https:\/\/swimlane.com\/ko\/blog\/economics-sustainable-ai-growth\/\" onclick=\"event.preventDefault();window.open('mailto:?subject=' + 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class=\"heateor_sss_button_linkedin\" href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https%3A%2F%2Fswimlane.com%2Fko%2Fblog%2Feconomics-sustainable-ai-growth%2F\" title=\"Linkedin\" rel=\"nofollow noopener\" target=\"_blank\" style=\"font-size:32px!important;box-shadow:none;display:inline-block;vertical-align:middle\"><span class=\"heateor_sss_svg heateor_sss_s__default heateor_sss_s_linkedin\" style=\"background-color:#0077b5;width:35px;height:35px;border-radius:999px;display:inline-block;opacity:1;float:left;font-size:32px;box-shadow:none;display:inline-block;font-size:16px;padding:0 4px;vertical-align:middle;background-repeat:repeat;overflow:hidden;padding:0;cursor:pointer;box-sizing:content-box\"><svg style=\"display:block;border-radius:999px;\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100%\" height=\"100%\" viewBox=\"0 0 32 32\"><path d=\"M6.227 12.61h4.19v13.48h-4.19V12.61zm2.095-6.7a2.43 2.43 0 0 1 0 4.86c-1.344 0-2.428-1.09-2.428-2.43s1.084-2.43 2.428-2.43m4.72 6.7h4.02v1.84h.058c.56-1.058 1.927-2.176 3.965-2.176 4.238 0 5.02 2.792 5.02 6.42v7.395h-4.183v-6.56c0-1.564-.03-3.574-2.178-3.574-2.18 0-2.514 1.7-2.514 3.46v6.668h-4.187V12.61z\" fill=\"#fff\"><\/path><\/svg><\/span><\/a><\/div><div class=\"heateorSssClear\"><\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-lg-8 col-md-11   bs-column-5fcbee853797bef68c609dd2715f511e3ead78a3 bs-column---default bs-column--contents     \">\n<h2 class=\"wp-block-heading\" id=\"h-generative-ai-for-business-growth-sustainable-amp-economic-applications\">Generative AI for Business Growth: Sustainable &amp; Economic Applications<\/h2>\n\n\n\n<p>AI is capturing headlines and boardrooms are buzzing with bold strategies and visions for what the future of AI automation in security operations may hold. Meanwhile, a quieter but more critical conversation is taking place among business and security leaders: <strong>How do we scale<\/strong> <strong>AI responsibly and sustainably, especially in high-stakes environments such as cybersecurity?<\/strong><\/p>\n\n\n\n<p>At Swimlane, we sit at the intersection of AI and automation. We know that while AI is innovative and promising, automation is far from broken. There are many situations in which automation is more effective than AI, both in terms of outcomes and cost.&nbsp;<\/p>\n\n\n\n<p>Our customers, Fortune 1000 enterprises, federal agencies, and global managed service providers, aren\u2019t chasing hype cycles. They are navigating budget constraints, evolving threat landscapes, and increasing accountability for risk. For them, AI isn&#8217;t a science project. It\u2019s a business imperative.<\/p>\n\n\n\n<p>As we steer our business toward profitability in the next quarter, I would like to share a few guiding principles that shape our view on the economics of sustainable AI growth.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-guiding-principals-for-ai-business-growth-nbsp\">Guiding Principals for AI Business Growth &nbsp;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">AI ROI Must be Measurable and Defensible<\/h3>\n\n\n\n<p>AI should not be a sunk cost with vague promises. Whether it\u2019s reducing mean time to respond (MTTR), automating Tier 1 investigations, or enabling leaner security teams to do more with less, AI must drive clear outcomes that show up in the P&amp;L.<\/p>\n\n\n\n<p>At Swimlane, our own SOC team aligns <a href=\"https:\/\/swimlane.com\/swimlane-turbine\/\">Turbine\u2019s AI automation<\/a> outcomes to real metrics: operational efficiency, analyst retention, and compliance readiness. If AI doesn\u2019t reduce the cost of response or the risk of breach, it isn\u2019t sustainable.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Customization without Technical Debt<\/h3>\n\n\n\n<p>Many vendors offer &#8220;AI in a box,&#8221; which is fast to deploy but rigid in use. Others provide open frameworks that promise flexibility but lead to endless consulting costs and complexity. Both approaches carry hidden economic costs.<\/p>\n\n\n\n<p>Sustainable AI growth means low-code, high-flexibility platforms that adapt to your environment and workflows, not the other way around. Our customers can configure deeply tailored automation without writing custom code for every new use case, dramatically reducing time-to-value and total cost of ownership.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Regulatory Pressure Demands Responsible AI<\/h3>\n\n\n\n<p>Governments worldwide are advancing legislation to regulate AI, from the NIST AI Risk Management Framework to the EU AI Act. Enterprises must ensure their AI tools are explainable, auditable, and secure.<\/p>\n\n\n\n<p>This isn\u2019t just a compliance issue; it\u2019s an economic one. Reputational risk, legal exposure, and remediation costs from AI failures can wipe out years of perceived savings. As one of the first 30 companies worldwide to earn<a href=\"https:\/\/swimlane.com\/news\/iso-certification\/\"> ISO 42001 certification for the responsible use of AI<\/a>, Swimlane&#8217;s approach to responsible AI includes transparency, human-in-the-loop design, and full auditability of decisions. These are not just checkboxes; they are economic safeguards.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Platform Efficiency in a Resource-Constrained World<\/h3>\n\n\n\n<p>Budgets are tightening. Talent is scarce. Yet threat volumes continue to grow. Security operations can\u2019t afford sprawling tech stacks and duplicated effort.&nbsp;<\/p>\n\n\n\n<p>We don\u2019t believe that there will ever be a single cybersecurity platform to rule them all, because the industry is too dynamic. That\u2019s why it\u2019s so crucial for AI automation platforms to be independently operated. Our vendor neutrality and ability to integrate with any API our customers need to consolidate have always been a defining quality of Swimlanes.&nbsp;<\/p>\n\n\n\n<p>Investing in an independent security automation and AI tool isn\u2019t just about better security; it\u2019s also about better economics. Swimlane Turbine customers achieve a 240% ROI in their first year alone and also remark that automation and orchestration help improve the overall cost-effectiveness of their SOC.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Profitability Through Value, Not Volume<\/h3>\n\n\n\n<p>As we scale our own business, we\u2019re focused not just on growth but on <strong>profitable growth<\/strong>. That means being selective about where we apply AI versus automation. While AI is great for many functions, it consumes more compute resources than automation and is measurably slower for simple tasks.&nbsp;<\/p>\n\n\n\n<p>Sustainable AI companies will not be the ones burning through venture capital to chase adoption. They will be the ones solving hard, costly problems with enduring technology and helping customers win in the long run.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">In Closing<\/h2>\n\n\n\n<p>The promise of AI is extraordinary, but only if it is grounded in economic principles that benefit customers, employees, and shareholders alike. At Swimlane, we believe that the future of AI in cybersecurity isn\u2019t just about what it can do, but how well it can do it at scale, within budget, and under scrutiny.<\/p>\n\n\n\n<p>If you\u2019re building security operations for the long haul, let\u2019s build together.<\/p>\n\n\n\n<div class=\"bs-div bs-div-69e8f03694ea2375ba0069b634500cb314b03006 bs-div---default bs-div--blog-inner-download-guide\"><style>.bs-div.bs-div-69e8f03694ea2375ba0069b634500cb314b03006 {background-image: url(https:\/\/swimlane.com\/wp-content\/uploads\/2022\/10\/download-report.png); background-position: center center;\n    background-size: cover;} <\/style><div class=\"bs-div__inner d-flex flex-wrap justify-content-center  flex-md-row-reverse align-items-md-center justify-content-md-between flex-md-nowrap  \"><div class='media-elements bs-media-element---default enable'>    <div class='bs-common-image'>\n                            <figure class='figure justify-content-start d-flex'>\n                            <picture>\n                            \n                            <img src='https:\/\/swimlane.com\/wp-content\/uploads\/Playbook.png' class='img-fluid'   alt='Visual representation of a security playbook workflow with automated decision nodes and actions.' title=''  \/>\n                            <\/picture>\n                                \n                            <\/figure>\n                        <\/div><\/div>\n\n\n<div class=\"bs-div bs-div-2aebcd1b2c11849d7c87d8462be32842b8c42b50 bs-div---default\"><div class=\"bs-div__inner     \">\n<h4 class=\"wp-block-heading has-white-color has-text-color\" id=\"h-request-a-demo\">Request a demo<\/h4>\n\n\n\n<p class=\"has-white-color has-text-color\">If you haven\u2019t had the chance to explore Swimlane Turbine yet, request a demo.&nbsp;<\/p>\n\n\n\n<span class=\"bs-pro-button bs-pro-button---default bs-pro-button--primary-with-arrow-small bs-pro-button-p-btn-420058d7daf64481143e289a98374e7d2491a98b\"><style>.bs-pro-button-p-btn-420058d7daf64481143e289a98374e7d2491a98b .bs-pro-button__container {background-color: #abb8c3; 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