{"id":3855,"date":"2025-11-20T14:11:15","date_gmt":"2025-11-20T13:11:15","guid":{"rendered":"https:\/\/euroone.hu\/?p=3855"},"modified":"2025-11-20T14:11:16","modified_gmt":"2025-11-20T13:11:16","slug":"a-new-soc-model-how-ai-transforms-security-operations","status":"publish","type":"post","link":"https:\/\/euroone.hu\/en\/a-new-soc-model-how-ai-transforms-security-operations\/","title":{"rendered":"A New SOC Model: How AI Transforms Security Operations"},"content":{"rendered":"\n<p>Artificial intelligence is reshaping how Security Operations Centers function. As cyber threats grow in speed and complexity, SOC teams face constant overload\u2014too many alerts, too few experts, and time-consuming manual work. AI-supported SOC models offer a way forward, creating a more efficient division of labor between human analysts and automated systems. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI in SOC: From Detection to Full Incident Support<\/h2>\n\n\n\n<p>Modern SOC-specific AI agents operate on two main levels:<\/p>\n\n\n\n<p><strong>L1 \u2013 AI Analyst Agent<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>immediate reaction to new alerts<\/li>\n\n\n\n<li>automated triage checks<\/li>\n\n\n\n<li>OSINT \/ Threat Intelligence lookups<\/li>\n\n\n\n<li>early severity scoring<\/li>\n\n\n\n<li>filtering of false positives<\/li>\n\n\n\n<li>automatic log documentation<\/li>\n<\/ul>\n\n\n\n<p><br><strong>L2 \u2013 AI Analysis Agent<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>deep incident analysis<\/li>\n\n\n\n<li>mapping of entities and relationships<\/li>\n\n\n\n<li>timeline creation<\/li>\n\n\n\n<li>recommendations for containment and recovery<\/li>\n\n\n\n<li>automated reporting<\/li>\n<\/ul>\n\n\n\n<p><br>AI handles repetitive work and gives analysts a clear, decision-ready summary.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69d9cc15d7716&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69d9cc15d7716\" class=\"aligncenter size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"502\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x-1024x502.png\" alt=\"\" class=\"wp-image-3836\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x-1024x502.png 1024w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x-300x147.png 300w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x-768x377.png 768w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x-1536x753.png 1536w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/AI-agents-in-the-SOC-\u2013-General-approach-copy-4@2x.png 1558w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><br>Traditional SOC: Fully Manual, Slower to Scale<\/h2>\n\n\n\n<p>In a classic SOC, analysts perform every step\u2014from alert intake to documentation. This requires focus, experience, and significant time. Common pain points include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>analyst shortages and burnout<\/li>\n\n\n\n<li>overwhelming alert volume<\/li>\n\n\n\n<li>long investigation times<\/li>\n\n\n\n<li>limited ability to hunt or process CTI<\/li>\n\n\n\n<li>difficulty maintaining 7\/24 coverage<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br>Side-by-Side: Human-Driven vs. AI-Assisted SOC<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69d9cc15d8d75&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69d9cc15d8d75\" class=\"aligncenter size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"279\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1-1024x279.png\" alt=\"\" class=\"wp-image-3870\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1-1024x279.png 1024w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1-300x82.png 300w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1-768x209.png 768w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1-1536x418.png 1536w, https:\/\/euroone.hu\/wp-content\/uploads\/2025\/11\/Human-vs-AI-EO-1.png 1708w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><br>Humans Still Matter \u2014 But in Smarter Roles<\/h2>\n\n\n\n<p>AI <strong>does not replace<\/strong> SOC analysts. Instead, it moves them toward higher-value tasks:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>validating AI-generated conclusions<\/li>\n\n\n\n<li>handling complex, ambiguous cases<\/li>\n\n\n\n<li>improving processes and sharing expertise<\/li>\n\n\n\n<li>focusing on Hunting, CTI and strategic SOC development<\/li>\n\n\n\n<li>strat\u00e9giai SOC tev\u00e9kenys\u00e9gek: Threat Hunting, CTI, fejleszt\u00e9s<\/li>\n<\/ul>\n\n\n\n<p><br>AI becomes a \u201c<strong>digital coworker<\/strong>\u201d\u2014not a replacement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Organizations Benefit<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>increased capacity<\/strong> \u2013 every alert is processed<\/li>\n\n\n\n<li><strong>faster response<\/strong> \u2013 seconds\/minutes instead of 30+ minutes<\/li>\n\n\n\n<li><strong>fewer false alarms<\/strong> \u2013 better correlation and context<\/li>\n\n\n\n<li><strong>built-in documentation<\/strong> \u2013 every action is logged<\/li>\n\n\n\n<li><strong>adaptive operation<\/strong> without static playbooks<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br>Conclusion: The Next-Gen SOC Is Human with AI<\/h2>\n\n\n\n<p>The future SOC model combines human expertise with AI\u2019s speed and consistency. Together they build a security operation that is:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>more accurate<\/li>\n\n\n\n<li>more resilient<\/li>\n\n\n\n<li>more scalable<\/li>\n\n\n\n<li>better equipped to keep ahead of attackers<\/li>\n\n\n\n<li>\u00e9s fenntarthat\u00f3bb m\u0171k\u00f6d\u00e9st biztos\u00edt.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><br>Organizations adopting AI-enhanced SOC processes are already gaining a strategic security advantage.<\/h3>\n\n\n\n<p>Read the full article on our International subsidiary\u2019s website by clicking on the logo:<a href=\"https:\/\/socwise.eu\/ai-agent-in-incident-management-six-months-of-practical-experience\/?utm_source=EO_blog&amp;utm_medium=clickthrough_AI_Day_Szabo_Gabor\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/how-is-artificial-intelligence-transforming-development-and-business-processes\/?utm_source=EO_blog&amp;utm_medium=clickthrough_AI_Day_Szabo_Marta\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/the-secret-to-transparent-operations-how-intranet-and-digitalization-help-corporate-growth\/?utm_source=EO_blog&amp;utm_medium=clickthrough_Szabo_Marta_intranet\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/next-gen-soc-the-first-line-of-defense-for-information-security\/?utm_source=EO_blog&amp;utm_medium=clickthrough_next_gen_soc\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/socwise.eu\/next-generation-soc-human-analysts-vs-ai-assisted-operations\/?utm_source=EO_blog&amp;utm_medium=clickthrough_human_vs_AI\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"329\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100.jpg\" alt=\"\" class=\"wp-image-1534\" style=\"width:220px\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100.jpg 488w, https:\/\/euroone.hu\/wp-content\/uploads\/2024\/10\/socwise-poweredArtboard-1@4x-100-300x202.jpg 300w\" sizes=\"auto, (max-width: 488px) 100vw, 488px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Do you have any questions? Are you interested in our solutions? Get in touch with our colleagues! <\/h3>\n\n\n\n<div class=\"wp-block-contact-form-7-contact-form-selector\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f3614-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"3614\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/3855#wpcf7-f3614-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"3614\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.4\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f3614-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"flex gap-15 xl:gap-30\">\n\t<div class=\"input-parent w-full\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"text-940\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text appearance-none border border-707070 w-full mb-15 p-20 rounded-btn outline-none placeholder-1D1D1D text-lg\" aria-invalid=\"false\" placeholder=\"Name\" value=\"\" type=\"text\" name=\"text-940\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"inpit-parent w-full\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"text-89\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text appearance-none border border-707070 w-full mb-15 p-20 rounded-btn outline-none placeholder-1D1D1D text-lg\" aria-invalid=\"false\" placeholder=\"Company name\" value=\"\" type=\"text\" name=\"text-89\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<div class=\"flex gap-15 xl:gap-30\">\n\t<div class=\"input-parent w-full\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"email-952\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email appearance-none border border-707070 w-full mb-15 p-20 rounded-btn outline-none placeholder-1D1D1D text-lg\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"E-mail c\u00edm*\" value=\"\" type=\"email\" name=\"email-952\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"input-parent w-full\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"tel-713\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel appearance-none border border-707070 w-full mb-15 p-20 rounded-btn outline-none placeholder-1D1D1D text-lg\" aria-invalid=\"false\" placeholder=\"+36201234567\" value=\"\" type=\"tel\" name=\"tel-713\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<div class=\"input-parent w-full\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"text-588\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text appearance-none border border-707070 w-full mb-15 p-20 rounded-btn outline-none placeholder-1D1D1D text-lg\" aria-invalid=\"false\" placeholder=\"Subject\" value=\"\" type=\"text\" name=\"text-588\" \/><\/span>\n\t<\/p>\n<\/div>\n<div class=\"input-parent\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"textarea-235\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea appearance-none border border-accent-tertiary w-full mb-15 p-20 rounded-modest resize-none outline-none placeholder-1D1D1D text-lg\" aria-invalid=\"false\" placeholder=\"Massage\" name=\"textarea-235\"><\/textarea><\/span>\n\t<\/p>\n<\/div>\n<div class=\"input-parent mb-10 flex items-center\">\n\t<p><label class=\"flex items-start text-lg gap-10\"> <span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-902\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"acceptance-902\" value=\"1\" class=\"mt-5 w-20 h-20 shrink-0\" aria-invalid=\"false\" \/><\/span><\/span><\/span> I would like to receive news about EURO ONE's business and professional activities. <\/label>\n\t<\/p>\n<\/div>\n<div class=\"input-parent mb-10 flex items-center\">\n\t<p><label class=\"flex items-start gap-10 text-lg\"><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-463\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"acceptance-463\" value=\"1\" class=\"mt-5 w-20 h-20 shrink-0\" aria-invalid=\"false\" \/><\/span><\/span><\/span> <span> I consent to the processing of my personal data. 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My consent is valid until revoked. <\/span> <\/label>\n\t<\/p>\n<\/div>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner btn btn--sm mt-30 cursor-pointer\" type=\"submit\" value=\"K\u00fcld\u00e9s\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Learn how humans and AI work together in SOC: automated processes, less workload, better decisions, and more effective defense.<\/p>\n","protected":false},"author":3,"featured_media":3854,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[87],"tags":[],"class_list":["post-3855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A New SOC Model: How AI Transforms Security Operations - 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