{"id":4206,"date":"2026-03-05T16:54:44","date_gmt":"2026-03-05T15:54:44","guid":{"rendered":"https:\/\/euroone.hu\/?p=4206"},"modified":"2026-03-05T17:20:31","modified_gmt":"2026-03-05T16:20:31","slug":"ai-in-monitoring-enhancing-alert-management","status":"publish","type":"post","link":"https:\/\/euroone.hu\/en\/ai-in-monitoring-enhancing-alert-management\/","title":{"rendered":"AI in monitoring: enhancing alert management"},"content":{"rendered":"\n<p>AI is increasingly used in operations to reduce monitoring noise, accelerate incident triage, and support faster decision-making during outages. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why central monitoring matters<\/h2>\n\n\n\n<p>Central monitoring is essential because it:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>provides a <strong>single view<\/strong> of systems, devices and services,<\/li>\n\n\n\n<li>enables <strong>real-time<\/strong> operational awareness,<\/li>\n\n\n\n<li><strong>detects faults early<\/strong> and triggers alerts,<\/li>\n\n\n\n<li>supports long-term <strong>proactive operations<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>It also enables service and SLA monitoring, trend analysis, capacity planning and integrations such as CMDB, ticketing systems and log management.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Zabbix is widley used for infrastructure monitoring<\/h2>\n\n\n\n<p>Zabbix is a strong choice for infrastructure monitoring, here is why:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>template-based deployment,<\/li>\n\n\n\n<li>dashboards and visualization,<\/li>\n\n\n\n<li>scalable architecture (including proxies),<\/li>\n\n\n\n<li>platform independence,<\/li>\n\n\n\n<li>agent and agentless monitoring,<\/li>\n\n\n\n<li>open-source code with enterprise LTS versions.<\/li>\n<\/ul>\n\n\n\n<p>Monitoring goals remain the same: status visibility, anomaly detection, alarm prioritization and performance monitoring. The main challenge in large environments is the volume of alerts teams must process.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e12a707cf04&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e12a707cf04\" class=\"aligncenter size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"515\" 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\/2026\/03\/Zabbix_UI-1024x515.png\" alt=\"\" class=\"wp-image-4212\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Zabbix_UI-1024x515.png 1024w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Zabbix_UI-300x151.png 300w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Zabbix_UI-768x386.png 768w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Zabbix_UI.png 1400w\" 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>Using AI to accelerate alert handling<\/h2>\n\n\n\n<p>Operational teams typically need two capabilities:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Rapid understanding of individual alerts and suggested next actions<\/strong><\/li>\n\n\n\n<li><strong>Prioritization among large numbers of simultaneous alerts<\/strong><\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><br>1) Alert Assist: \u201cWhat does this alert mean?\u201d<\/h3>\n\n\n\n<p>Alert Assist is a Zabbix <strong>UI module<\/strong> that uses a language model to explain a selected problem and suggest actions in a <strong>concise format<\/strong>:<\/p>\n\n\n\n<p>A v\u00e1lasz szerkezete kifejezetten \u00fczemeltet\u00e9si logik\u00e1t k\u00f6vet:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>likely causes<\/strong> (e.g., outage, network issue, firewall rule, misconfiguration, overload),<\/li>\n\n\n\n<li><strong>verification steps<\/strong> with example commands,<\/li>\n\n\n\n<li><strong>recommended troubleshooting order<\/strong>,<\/li>\n\n\n\n<li><strong>prevention suggestions.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>This shortens investigation time and supports onboarding or cross-team collaboration.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/AI_Assist-1024x554.png\" alt=\"\" class=\"wp-image-4213\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/AI_Assist-1024x554.png 1024w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/AI_Assist-300x162.png 300w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/AI_Assist-768x415.png 768w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/AI_Assist.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><br>2) Priority Manager: focusing on the critical alerts<\/h3>\n\n\n\n<p>In larger environments, monitoring systems may generate dozens or hundreds of alerts simultaneously. <\/p>\n\n\n\n<p>Priority Manager <strong>evaluates all active problems <\/strong>together and<strong> ranks<\/strong> the most critical ones using a language model (optionally enriched with internal knowledge).<\/p>\n\n\n\n<p>Typical capabilities include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>configurable <strong>Top N<\/strong> critical alert list,<\/li>\n\n\n\n<li>impact\/affected environment highlighted per item,<\/li>\n\n\n\n<li>plain-language action suggestions,<\/li>\n\n\n\n<li>history and response-length filtering,<\/li>\n\n\n\n<li>grouping of similar problems instead of purely host-based views.<\/li>\n<\/ul>\n\n\n\n<p>The result is faster identification of the most urgent incidents.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"323\" src=\"https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Top_Problems-1024x323.png\" alt=\"\" class=\"wp-image-4214\" srcset=\"https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Top_Problems-1024x323.png 1024w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Top_Problems-300x95.png 300w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Top_Problems-768x242.png 768w, https:\/\/euroone.hu\/wp-content\/uploads\/2026\/03\/Top_Problems.png 1134w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><br>Architecture options and deployment models<\/h2>\n\n\n\n<p>Different organizations require different deployment models, therefore both options can be supported: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>On\u2011premise <\/strong>LLMs running on local GPU infrastructure.<\/li>\n\n\n\n<li><strong>Cloud LLM<\/strong> services through major provider APIs.<\/li>\n<\/ul>\n\n\n\n<p>Security controls may include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>anonymization of sensitive identifiers such as hostnames or IP addresses,<\/li>\n\n\n\n<li>structured prompting designed for short, operator-focused responses.<\/li>\n<\/ul>\n\n\n\n<p>Prioritization workflows can also incorporate internal operational knowledge and rules.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Practical operational advantages<\/h2>\n\n\n\n<p>AI-assisted monitoring can deliver several practical improvements:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Faster incident response<\/strong> by highlighting the most critical issues<\/li>\n\n\n\n<li><strong>Reduced operator workload<\/strong> during first-level investigation<\/li>\n\n\n\n<li><strong>Stronger L1\/helpdesk capability<\/strong> before escalation<\/li>\n\n\n\n<li><strong>Controlled AI usage<\/strong> within an approved operational framework<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><br>Future outlook: agentic operations<\/h2>\n\n\n\n<p>Future developments may introduce <strong>agentic capabilities<\/strong>, where AI can perform limited automated actions or reduce alert noise based on historical patterns.<\/p>\n\n\n\n<p>Another direction is interacting with monitoring systems through natural language (e.g., via an <strong>MCP \u2013 Modern Context Protocol<\/strong> \u2013 server), potentially improving usability and shortening the learning curve for complex monitoring tools.<\/p>\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\/cortex-cloud-the-new-hub-of-the-ai-driven-code-to-cloud-to-soc-security-chain\/?utm_source=EO_blog&amp;utm_medium=clickthrough_palo_alto_summit_2nd\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/the-new-logic-behind-soc-operations-these-changes-will-define-2026\/?utm_source=EO_blog&amp;utm_medium=clickthrough_palo_alto_summit_3\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/why-is-an-ai-based-soc-service-a-good-idea\/?utm_source=EO_blog&amp;utm_medium=clickthrough_modernSOC\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/socwise.eu\/from-alarm-to-verdict-in-a-matter-of-minutes\/?utm_source=EO_blog&amp;utm_medium=clickthrough_Adam_AINOW\" 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\/ai-in-monitoring-faster-alarm-handling\/?utm_source=EO_blog&amp;utm_medium=clickthrough_zabbix_AINOW\" 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 a question? Would you like a solution? 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\/4206#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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Learn how Alert Assist and Priority Manager work. <\/p>\n","protected":false},"author":3,"featured_media":4218,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[87],"tags":[],"class_list":["post-4206","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>AI in monitoring: enhancing alert management - EURO ONE<\/title>\n<meta name=\"description\" content=\"Reduce monitoring noise with AI! 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