{"id":55603,"date":"2026-04-16T07:00:00","date_gmt":"2026-04-16T13:00:00","guid":{"rendered":"https:\/\/swimlane.com\/?post_type=sw_resource&#038;p=55603"},"modified":"2026-04-16T07:30:21","modified_gmt":"2026-04-16T13:30:21","slug":"lanalyse-des-reseaux-sociaux-pilote-lautomatisation-par-lia","status":"publish","type":"sw_resource","link":"https:\/\/swimlane.com\/fr\/blog\/soc-analyst-drive-ai-automation\/","title":{"rendered":"Votre choix de plateforme d&#039;automatisation IA est incomplet."},"content":{"rendered":"\n\n\n<section class=\"bs-section bs-section-50ac0cc438dbf2f3b380783c05a3c736bb0670e7 bs-section---default bs-section--blog-inner-banner  \"><style>.bs-section.bs-section-50ac0cc438dbf2f3b380783c05a3c736bb0670e7{ 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-6770b3369b6c61539d3140cb52ed6bc5ec393625 bs-column---default 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https:\/\/swimlane.com\/wp-content\/uploads\/Your-AI-Automation-Platform-Decision-is-Missing-Someone_Masthead-18x12.webp 18w\" 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-2ba18c9b6304620af4785b54fe900bf0ce0fc4d5 bs-column---default d-flex flex-column    \"><div class=\"wp-block-post-date\"><time datetime=\"2026-04-16T07:00:00-06:00\">Avr 16, 2026<\/time><\/div>\n\n<h1 class=\"wp-block-post-title has-text-color has-white-color\">Your AI Automation Platform Decision is Missing Someone<\/h1>\n\n\n<div class=\"bs-div bs-div-4c0c357bf69b7e1367afb30b9d59be1945441399 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\/fr\/author\/john.doetch\/\">\n\t<div class=\"profile-desc\">\n\t\t<figure>\n\t\t\t<img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/Screenshot-2024-05-16-at-1.24.47\u202fPM.png\" alt=\"user-avatar\">\n\t\t<\/figure>\n\t\t<span class=\"prefix\"><\/span>\n\t\t<span class=\"name\">\n\t\t\tJohn Doetch\t\t<\/span>\n\t<\/div>\n<\/a>\n\n\n\n<div class=\"reading-time\">\n    <span class=\"reading-time__time\">4 <\/span> Minute Read\n<\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained 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2.608.298v3.325c-.283-.03-.775-.045-1.386-.045-1.967 0-2.728.745-2.728 2.683V16h3.92l-.673 3.667h-3.247v8.245C23.395 27.195 28 22.135 28 16Z\"><\/path><\/svg><\/span><\/a><a aria-label=\"Linkedin\" class=\"heateor_sss_button_linkedin\" href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https%3A%2F%2Fswimlane.com%2Ffr%2Fblog%2Fsoc-analyst-drive-ai-automation%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-0d83d6d9863f92131cc95492d42e5b50c72f00bb bs-column---default bs-column--contents     \">\n<h2 class=\"wp-block-heading\" id=\"h-why-the-soc-analyst-experience-should-drive-your-ai-automation-decision\" style=\"font-size:34px\">Why the SOC Analyst Experience Should Drive Your AI Automation Decision<\/h2>\n\n\n\n<p>Picture this: your security engineering team spends weeks evaluating AI automation platforms. They run proof-of-concepts, stress-test integrations, and debate which tool makes building playbooks the most elegant experience. They pick a winner. Deployment goes well. And then, six months later, analyst satisfaction scores are flat, MTTR hasn&#8217;t moved, and the platform feels like it was designed for someone else.<\/p>\n\n\n\n<p><strong>Because it was.<\/strong><\/p>\n\n\n\n<p>This is one of the most common and costly mistakes organizations make when selecting an AI automation platform. Security engineering runs the evaluation and builds the automations, but SOC analysts own the day-to-day experience<\/p>\n\n\n<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\/security-automation-platform.webp' class='img-fluid'   alt='security automation platform' title=''  \/>\n                            <\/picture>\n                                \n                            <\/figure>\n                        <\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-evaluation-blind-spot\">The Evaluation Blind Spot<\/h2>\n\n\n\n<p>It makes sense for security engineers to lead platform evaluations since they configure integrations, write playbooks, and architect automation workflows, so they should have a prominent seat at the table.<br><br>But here&#8217;s the reality: once those playbooks are built and live, the engineering team steps back. The analysts step in. They triage alerts, investigate incidents, and make decisions under pressure every day. They are the primary users of the platform, every single day.<\/p>\n\n\n\n<p>Swimlane&#8217;s research consistently shows that less than 15% of time spent in a security automation platform involves orchestration and playbook-building tasks. The remaining 85% is analysts working cases, reviewing data, collaborating with teammates, and driving incidents to resolution.<\/p>\n\n\n\n<p><strong>When you optimize your platform selection for the 15%, you&#8217;re making the other 85% harder than it needs to be.<\/strong><\/p>\n\n\n\n<p><strong>Platforms often split automation and case management into separate systems. Analysts move between tools. Context gets scattered.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-just-use-a-third-party-case-management-tool\">&#8220;Just Use a Third-Party Case Management Tool&#8221;<\/h2>\n\n\n\n<p>Some vendors in the security automation space have actually suggested this as a solution: if the native <a href=\"https:\/\/swimlane.com\/resources\/reports\/software-analyst-cyber-research-ai-soc\/\">analyst experience<\/a> isn&#8217;t great, point your team to a third-party case management tool and bolt it on.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-this-advice-misses-the-whole-point\">This advice misses the whole point.<\/h3>\n\n\n\n<p>Case management isn&#8217;t a nice-to-have add-on. It&#8217;s the operational heart of the SOC. It&#8217;s where context lives, where collaboration happens, where institutional knowledge is captured, and where leadership gets visibility into what&#8217;s going on. When that&#8217;s siloed into a separate tool \u2014 disconnected from your automation, your data, and your workflows \u2014 you don&#8217;t solve the problem. You paper over it.<\/p>\n\n\n\n<p>Worse, you create friction. Analysts are now context-switching between systems, re-entering data, losing the thread between automated enrichment and human investigation. That friction costs time. Time costs money. And in security, time creates risk.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-analyst-experience-means\">What Analyst Experience Means<\/h2>\n\n\n\n<p><strong>Analyst experience directly affects speed, consistency, and the value the SOC shows to leadership.<\/strong><\/p>\n\n\n\n<p>When we talk about analyst experience, we&#8217;re not talking about a clean UI or a dark mode. We\u2019re talking about whether the platform helps analysts move cases forward with less friction, better judgment, and more consistency. That means asking whether your platform delivers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/swimlane.com\/blog\/questions-you-need-to-ask-when-evaluating-a-security-automation-vendor\/\"><strong>Integrated case management<\/strong><\/a><strong> <\/strong>that lives inside the same platform where automation runs \u2014 not across a data handoff to another tool.<\/li>\n\n\n\n<li><strong>A <\/strong><a href=\"https:\/\/swimlane.com\/resources\/infographics\/ai-soc-vendor-cheatsheet\/\"><strong>Common Data Model<\/strong><\/a><strong> <\/strong>that normalizes data across every integration, so analysts see consistent, structured information rather than raw, noisy output from dozens of tools.<\/li>\n\n\n\n<li><strong>Purpose-built analyst applications <\/strong>with custom fields, tailored UIs, and workflows designed around how analysts actually think and triage \u2014 not around what was easiest for engineers to build.<\/li>\n\n\n\n<li><strong>Dashboards and reporting <\/strong>that give analysts real-time visibility into case status and give leaders the metrics they need to demonstrate SOC value.<\/li>\n\n\n\n<li><a href=\"https:\/\/swimlane.com\/resources\/reports\/software-analyst-cyber-research-ai-soc\/\"><strong>AI-driven decision support<\/strong><\/a><strong> <\/strong>that surfaces recommendations, automates the repetitive, and augments analyst judgment. AI in the SOC shouldn&#8217;t route around your analysts \u2014 it should make them faster and sharper. The best implementations surface enrichment, recommended dispositions, and a response plan built around the tools already in your stack \u2014 before the analyst ever touches a case. They make the call. That&#8217;s how you reduce MTTR and retain talent.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-business-outcomes-that-matter\">The Business Outcomes That Matter<\/h2>\n\n\n\n<p>Every CISO and SOC Director has a version of the same conversation with leadership: &#8220;What is the SOC doing, and is it working?&#8221; The business outcomes they&#8217;re held to aren&#8217;t abstract. They&#8217;re concrete:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Risk reduction and mission assurance<\/li>\n\n\n\n<li>Operational efficiency and scale<\/li>\n\n\n\n<li>Analyst experience and knowledge retention<\/li>\n\n\n\n<li>Compliance, cost, and growth enablement<\/li>\n<\/ul>\n\n\n\n<p>None of these outcomes are achievable if your analysts are frustrated, slow, or working around the platform rather than with it. Analyst experience <em>is <\/em>an operational efficiency lever. Analyst retention <em>is <\/em>a risk lever. Knowledge captured in integrated case management <em>is <\/em>institutional resilience. These aren&#8217;t soft benefits. They&#8217;re measurable, boardroom-level outcomes.<\/p>\n\n\n\n<p><strong>A platform that makes your engineers happy but your analysts miserable will fail to deliver on every single one of them.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-a-better-evaluation-framework\">A Better Evaluation Framework<\/h2>\n\n\n\n<p>The fix isn&#8217;t to sideline your security engineers in the evaluation \u2014 it&#8217;s to bring the whole team in. Here&#8217;s a simple reframe:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Evaluation Area<\/strong><\/td><td><strong>Engineer POV<\/strong><\/td><td><strong>Analyst POV (Don&#8217;t Skip This)<\/strong><\/td><\/tr><tr><td><strong>Playbook Builder<\/strong><\/td><td>Ease of building automations, low-code flexibility, integration depth<\/td><td>How are results surfaced to analysts? Is enrichment readable and actionable?<\/td><\/tr><tr><td><strong>Case Management<\/strong><\/td><td>Can we customize fields and data structures?<\/td><td>Is it intuitive to triage, investigate, and document findings in one place?<\/td><\/tr><tr><td><strong>Data Model<\/strong><\/td><td>How normalized is ingested data across integrations?<\/td><td>Do I see consistent, structured data or am I interpreting raw tool output?<\/td><\/tr><tr><td><strong>Reporting<\/strong><\/td><td>Can we build custom dashboards for ops metrics?<\/td><td>Can I quickly see my caseload, priority queue, and SLA status at a glance?<\/td><\/tr><tr><td><strong>AI Capabilities<\/strong><\/td><td>What automation tasks does AI handle?<\/td><td>Does AI help ME make better decisions, or does it just reduce tickets to my queue?<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-most-important-user-in-your-soc\">The Most Important User in Your SOC<\/h2>\n\n\n\n<p>Security engineers are indispensable. The automation they build is what makes scale possible. But in the daily rhythm of security operations, the analyst is the most important user of your platform. They are the ones detecting threats, closing cases, and protecting the organization \u2014 shift after shift.<\/p>\n\n\n\n<p>When you choose a platform that works for them \u2014 one with integrated case management, a consistent data model, purpose-built applications, and AI that augments rather than sidelines \u2014 you don&#8217;t just improve their experience. You improve every outcome your organization cares about: faster response times, higher analyst retention, better compliance posture, and a SOC that can demonstrate its value.<\/p>\n\n\n\n<p>The next time your team evaluates a security automation platform, ask one simple question before you begin: &#8220;Who is this really for?&#8221; Then make sure the people who spend 85% of their day in it are in the room when you decide.<\/p>\n\n\n\n<div class=\"bs-div bs-div-780504ec595335944e97a5b9e1877653f3fe2723 bs-div---default\"><div class=\"bs-div__inner     \">\n<div class=\"bs-div bs-div-72ad49309a1f558255df6a30a6bf0ea58b9591ac bs-div---default bs-div--blog-inner-download-guide\"><style>.bs-div.bs-div-72ad49309a1f558255df6a30a6bf0ea58b9591ac {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\/OG-Demo-Page.png' class='img-fluid'   alt='Get a live demo of Swimlane turbine' title=''  \/>\n                            <\/picture>\n                                \n                            <\/figure>\n                        <\/div><\/div>\n\n\n<div class=\"bs-div bs-div-773aef0a3852274bc6b23f7985e05efd194e399e bs-div---default\"><div class=\"bs-div__inner     \">\n<h3 class=\"wp-block-heading\" id=\"h-see-the-swimlane-difference\">See the Swimlane Difference<\/h3>\n\n\n\n<p>Swimlane is built around the analyst experience&nbsp; with integrated case management, a common data model, application builder, and Hero AI working together in a single platform. Want to see how it looks from the analyst&#8217;s seat?<\/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-767e2c830c5e08512f2445aa3a7115e876898137\"><style>.bs-pro-button-p-btn-767e2c830c5e08512f2445aa3a7115e876898137 .bs-pro-button__container {background-color: #abb8c3; color: #000000;}<\/style><a href=\"https:\/\/swimlane.com\/demo\/\" target=\"\" rel=\"noopener noreferrer\" class=\"bs-pro-button__container\">Request Demo<\/a><\/span>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-3   bs-column-0ad64702520e52820989c3b8a4a5574abd826112 bs-column---default     \">\n<div class=\"bs-div bs-div-fd8632a22b144e6798bea2d36e7aab62982f63eb bs-div---default bs-div--related-posts bs-div--right-sticky-related-posts\"><div class=\"bs-div__inner     \">\n<div class=\"bs-div bs-div-f0851be86a4542da358c10ec17ccebffa17efe07 bs-div---default bs-div--tags\"><div class=\"bs-div__inner     \">\n<h2 class=\"wp-block-heading\">Tags<\/h2>\n\n\n<div class=\"post-tag-wrapper\">\n    <p><a href='https:\/\/swimlane.com\/fr\/tag\/ai\/'><span class='tag-content'>AI<\/span><\/a><a href='https:\/\/swimlane.com\/fr\/tag\/automation\/'><span class='tag-content'>Automation<\/span><\/a><\/p><\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-related-posts\" style=\"font-size:26px\">Related Posts<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"bs-related-posts bs-related-posts-block---default\"><div class=\"bs-related-posts__container\"><div class=\"bs-related-posts__items\">\n<div class=\" bs-column col-sm-4   bs-column-b619eb984092e720779a969a873521d2ec1a85a5 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69e160458c6e2 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/fr\/resources\/infographics\/ai-soc-vendor-cheatsheet\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>The Ultimate AI SOC Vendor Cheatsheet<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\" bs-column col-sm-4   bs-column-b619eb984092e720779a969a873521d2ec1a85a5 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69e160458dbf3 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/fr\/blog\/questions-you-need-to-ask-when-evaluating-a-security-automation-vendor\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__title\">\n        <h5>Questions You Need to Ask When Evaluating an AI Automation Vendor<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\" bs-column col-sm-4   bs-column-b619eb984092e720779a969a873521d2ec1a85a5 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69e160458edb9 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/fr\/resources\/reports\/software-analyst-cyber-research-ai-soc\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class='bs-post__image'>\n                            <figure class='figure'>\n                                <img src='https:\/\/swimlane.com\/wp-content\/uploads\/AI-SOC-for-MDR.webp' class='img-fluid' alt='AI SOC for MDR Report from Software Analyst Cyber Research' title='AI SOC for MDR'   \/>\n                                <figcaption class='figure-caption'><\/figcaption>\n                            <\/figure>\n                        <\/div><div 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