{"id":20285,"date":"2025-05-26T12:47:15","date_gmt":"2025-05-26T10:47:15","guid":{"rendered":"https:\/\/www.weare.fi\/?p=20285"},"modified":"2026-04-28T13:00:55","modified_gmt":"2026-04-28T11:00:55","slug":"the-power-of-observability-and-aiops-in-complex-and-modern-it-operations","status":"publish","type":"post","link":"https:\/\/weare.fi\/en\/the-power-of-observability-and-aiops-in-complex-and-modern-it-operations\/","title":{"rendered":"The Power of AI Observability &#8211; AIOps in IT Operations"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20285\" class=\"elementor elementor-20285\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30a7f79f elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30a7f79f\" data-element_type=\"section\" data-e-type=\"section\" 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elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d3265b8 elementor-nav-menu__align-end header elementor-nav-menu--dropdown-tablet_extra elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"3d3265b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-chevron-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;,&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container 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href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\">Observointi palveluna<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-21974\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-24069\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\">Free Observability Maturity Assessment<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-3d3265b8\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-16592\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25551\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Splunk Enterprice Pricing<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-24023\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observointi palveluna<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-21974\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-24069\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Free Observability Maturity Assessment<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cdb4865 elementor-nav-menu__align-end header elementor-nav-menu--dropdown-tablet_extra elementor-hidden-desktop elementor-nav-menu--stretch elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"1cdb4865\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-chevron-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-1cdb4865\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-17209\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22078\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\">Observability as a Service<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12786\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/palvelut\/\" class=\"elementor-item menu-link\">Palvelut<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22226\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-17638\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/ohjelmistokehitys\/\" class=\"elementor-sub-item menu-link\">Ohjelmistokehitys<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18756\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/247-service-center\/\" class=\"elementor-sub-item menu-link\">24\/7 Service Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18757\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/talent-factory\/\" class=\"elementor-sub-item menu-link\">WeAre Talent Factory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16587\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/pilvipalvelut\/\" class=\"elementor-sub-item menu-link\">Pilvipalvelut<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16588\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/identiteetin-ja-paasynhallinta-iam\/\" class=\"elementor-sub-item menu-link\">Identiteetin- ja p\u00e4\u00e4synhallinta<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16253\"><a href=\"https:\/\/weare.fi\/en\/innovaatiot\/\" class=\"elementor-item menu-link\">Innovaatiot<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-item menu-link\">Asiakastarinat<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2632\"><a href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13935\"><a href=\"https:\/\/weare.fi\/en\/ota-yhteytta\/\" class=\"elementor-item menu-link\">Ota yhteytt\u00e4<\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2636\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-1cdb4865\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-17209\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22078\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability as a Service<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12786\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/palvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Palvelut<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22226\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-17638\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/ohjelmistokehitys\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Ohjelmistokehitys<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18756\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/247-service-center\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">24\/7 Service Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18757\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/talent-factory\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">WeAre Talent Factory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16587\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/pilvipalvelut\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Pilvipalvelut<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16588\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/identiteetin-ja-paasynhallinta-iam\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Identiteetin- ja p\u00e4\u00e4synhallinta<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16253\"><a href=\"https:\/\/weare.fi\/en\/innovaatiot\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Innovaatiot<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2632\"><a href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13935\"><a href=\"https:\/\/weare.fi\/en\/ota-yhteytta\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Ota yhteytt\u00e4<\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2636\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-159d77ef elementor-hidden-mobile\" data-id=\"159d77ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38e99ce6 elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"38e99ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/ota-yhteytta\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Ota yhteytt\u00e4<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-52e0c118 elementor-hidden-mobile\" data-id=\"52e0c118\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e079aea elementor-nav-menu__align-center elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-widget elementor-widget-nav-menu\" data-id=\"e079aea\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-globe\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4b91cd6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b91cd6c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-60aa8fa0\" data-id=\"60aa8fa0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-215e112 elementor-widget elementor-widget-spacer\" data-id=\"215e112\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30b7c61a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30b7c61a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18b1490b\" data-id=\"18b1490b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-54e11b elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"54e11b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1280\" data-src=\"https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4.png\" class=\"attachment-full size-full wp-image-23056 lazyload\" alt=\"\" data-srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4.png 2560w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-300x150.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-1024x512.png 1024w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-768x384.png 768w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-1536x768.png 1536w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-2048x1024.png 2048w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-18x9.png 18w, https:\/\/weare.fi\/wp-content\/uploads\/2025\/05\/4-600x300.png 600w\" data-sizes=\"(max-width: 2560px) 100vw, 2560px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 2560px; --smush-placeholder-aspect-ratio: 2560\/1280;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7858caf2 elementor-share-buttons--skin-flat elementor-grid-3 elementor-share-buttons--view-icon elementor-share-buttons--shape-square elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"7858caf2\" data-element_type=\"widget\" data-e-type=\"widget\" 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fc94dd elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-widget elementor-widget-spacer\" data-id=\"6fc94dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26cd67c elementor-widget elementor-widget-spacer\" data-id=\"26cd67c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48a28600 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"48a28600\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">The Power of AI Observability &#8211; AIOps in IT Operations<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c557567 elementor-align-center elementor-widget elementor-widget-post-info\" data-id=\"5c557567\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-b2a862d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/weare.fi\/en\/author\/ram-chhetri\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tRam Chhetri\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-62990f6 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/weare.fi\/en\/2025\/05\/26\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>26\/05\/2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5af03e2 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"5af03e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fa053b elementor-widget elementor-widget-text-editor\" data-id=\"3fa053b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Digital transformation has reshaped how businesses deliver value. <strong>Today, companies run on distributed systems, microservices, and cloud-native apps<\/strong>, while also increasingly leveraging <strong>artificial intelligence (AI)<\/strong> both in their products and to manage their complex operations. With all this innovation comes greater complexity and an urgent need to keep systems healthy, available, and high-performing.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Traditional monitoring often relies on static dashboards and manual checks, struggling to keep pace with this complexity. IT teams are often overwhelmed by alerts and buried under data, unable to spot problems before users are affected.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">This is why observability and AI are now the foundation for successful, future-ready IT operations.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71c72cc elementor-widget elementor-widget-heading\" data-id=\"71c72cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is Observability?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59482e3 elementor-widget elementor-widget-text-editor\" data-id=\"59482e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\"><span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.weare.fi\/optimizing-data-management-with-observability-prevent-failures-scale-smartly\/\">Observability<\/a><\/span> is the ability to understand the internal state of your IT systems by analyzing the data they produce. It goes far beyond basic monitoring. While monitoring tells you\u00a0<\/span><strong><span class=\"italic font-[700]\">if<\/span><\/strong><span class=\"font-[700]\">\u00a0<\/span><span class=\"\">something is wrong, observability helps you answer\u00a0<\/span><strong><span class=\"italic font-[700]\">why<\/span><\/strong><span class=\"\">\u00a0it\u2019s wrong and how to fix it.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Key components of observability include:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><strong><span class=\"font-[700]\">Logs:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>Text records that show what happened and when, providing details on system and application events.<\/span><\/li><li><strong><span class=\"font-[700]\">Metrics:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>Numerical data that tracks system performance (e.g., CPU usage, memory consumption, request rates).<\/span><\/li><li><strong><span class=\"font-[700]\">Traces:<\/span><\/strong><span class=\"\">\u00a0Maps of how requests move across different services, showing bottlenecks, dependencies, and failures in distributed systems.<\/span><\/li><\/ul><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Modern observability platforms aggregate all this data, making it possible to:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><span class=\"\">Quickly find the root cause of problems<\/span><\/li><li><span class=\"\">Understand system health at a glance<\/span><\/li><li><span class=\"\">Spot trends and patterns over time<\/span><\/li><li><span class=\"\">Reduce downtime and improve user experiences<\/span><\/li><\/ul><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p data-path-to-node=\"5\">Here\u2019s the problem, though: as you scale, the amount of system data skyrockets, and human teams simply can\u2019t keep up. <strong>AIOps (AI for IT Operations)<\/strong> is becoming increasingly important precisely for this reason. It uses artificial intelligence to automatically analyze that massive wave of data, taking the pressure off your IT team and helping them work smarter, not harder.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d17e395 elementor-widget elementor-widget-heading\" data-id=\"d17e395\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AIOps - what is it and how it works<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae3ec4d elementor-widget elementor-widget-text-editor\" data-id=\"ae3ec4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Artificial intelligence for IT operations means extending your DevOps practices with AI capabilities like machine learning. <\/span><a href=\"https:\/\/www.ibm.com\/think\/insights\/gartner-market-guide-for-aiops-essential-reading-for-itops-and-sre\"><span style=\"font-weight: 400;\">As IBM states<\/span><\/a><span style=\"font-weight: 400;\">, the estimated market size for AIOps is USD 1.5 billion, with a compound annual growth rate (CAGR) of around 15% between 2020 and 2025.<\/span><\/p><p><span style=\"font-weight: 400;\">AIOps takes the rich data provided by observability and applies intelligent analysis to it:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Anomaly Detection: <\/b><span style=\"font-weight: 400;\">AIOps models automatically learn what \u201cnormal\u201d looks like for your systems. They instantly flag unusual patterns or behaviors, like a sudden spike in error rates, before they cause major problems.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Event Correlation and Noise Reduction:<\/b><span style=\"font-weight: 400;\"> Instead of generating hundreds of separate alerts, AIOps groups related incidents together. It filters out \u201cnoise\u201d so teams can focus on the handful of issues that matter.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Root Cause Analysis: <\/b><span style=\"font-weight: 400;\">AIOps can analyze logs, metrics, and traces together, identifying the likely source of an outage or slowdown. This drastically shortens mean time to resolution (MTTR).<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Automated Remediation: <\/b><span style=\"font-weight: 400;\">For common or well-understood problems, AIOps-powered systems can even take corrective action automatically, such as restarting a service or scaling up resources.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Predictive Insights: <\/b><span style=\"font-weight: 400;\">AIOps studies past incidents and usage patterns to forecast future issues, giving teams the chance to address risks before they become incidents.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42215c0 elementor-widget elementor-widget-heading\" data-id=\"42215c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI in observability tools - use cases<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3e195b elementor-widget elementor-widget-text-editor\" data-id=\"d3e195b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">AI is becoming a practical layer in observability tools, helping teams understand what\u2019s happening in their systems without getting lost in data.\u00a0<\/span><\/p><p><strong>Spot performance issues\u00a0<\/strong><\/p><p><span style=\"font-weight: 400;\">It can forecast resource usage, so teams see when capacity might become a problem and act before it does. It also helps detect performance issues earlier by spotting patterns that would be hard to catch manually.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">On the user side, it improves experience monitoring by showing when real users start to feel slowdowns or errors, not just when a metric crosses a threshold. It also reduces alert noise by grouping related issues and filtering out what doesn\u2019t matter, so teams can focus on what actually needs attention. Predictive maintenance is another step forward, allowing teams to fix things before they break instead of reacting after the fact.<\/span><\/p><p><strong>AI agents<\/strong><\/p><p><span style=\"font-weight: 400;\">At the same time, AI is not only improving observability &#8211; it is also changing what needs to be observed. The rise of AI agents introduces a new layer to the system. These are not passive components anymore. They make decisions, take actions, use resources, and influence outcomes in ways that are often dynamic and hard to predict. Because of that, teams are starting to ask different questions. It\u2019s no longer just about whether a system is working, but also how these agents behave inside it. Are they doing what they are supposed to do? Are they introducing risk or unexpected costs? Are they aligned with business goals?<\/span><\/p><p><span style=\"font-weight: 400;\">This shifts observability beyond infrastructure and applications. It now also needs to provide visibility into decision-making processes that are no longer fully visible in traditional code.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">At the same time, one thing hasn\u2019t changed:\u00a0<\/span><i><span style=\"font-weight: 400;\">the quality of insights still depends on the quality of data.\u00a0<\/span><\/i><\/p><p><span style=\"font-weight: 400;\">Many teams are experimenting with AI, but struggle to get real value because their data is inconsistent, fragmented, or hard to access. Poor telemetry limits what AI can actually do, while strong, well-structured data creates the foundation for long-term impact.<\/span><\/p><p><strong>AI in Splunk<\/strong><\/p><p><span style=\"font-weight: 400;\">Splunk, the market leader in observability, has been introducing machine learning in his products long before the AI boom. According to the <a href=\"https:\/\/www.splunk.com\/en_us\/form\/splunk-machine-learning-for-observability-use-case-guide.html\">Splunk<\/a><\/span><a href=\"https:\/\/www.splunk.com\/en_us\/form\/splunk-machine-learning-for-observability-use-case-guide.html\"><span style=\"font-weight: 400;\"> Artificial Intelligence for Observability <\/span><\/a><span style=\"font-weight: 400;\">whitepaper, today, we can enjoy a wide range of applications in various products.<\/span><\/p><p><strong>Splunk Cloud Platform and Splunk Enterprise AI capabilities:<\/strong><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detect anomalies, such as identifying outliers in the number of application errors.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generate forecasts, for example forecasting resource utilization.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Make predictions, like predicting potential outages.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cluster data into groups, for instance, clustering network activity to detect potentially misconfigured services.<\/span><\/li><\/ul><p><strong>Splunk also provides ML-powered experiences in the following products:<\/strong><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Out-of-the-box ML analytics in Enterprise Security<\/span><\/li><li aria-level=\"1\"><span style=\"font-weight: 400;\">Workflows in IT Service Intelligence &#8211; an AIOps solution &#8211; for creating adaptive thresholds for key metrics, as well as predicting potential outages<\/span><\/li><li aria-level=\"1\"><span style=\"font-weight: 400;\">Assistive wizards in Splunk Infrastructure Monitoring to detect outliers in metrics or predict when resource utilization thresholds will be crossed<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0204b3 elementor-widget elementor-widget-heading\" data-id=\"b0204b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Observability and AIOps Work Best Together<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8707b3 elementor-widget elementor-widget-text-editor\" data-id=\"f8707b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Observability and AIOps solve two sides of the same problem.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Observability gives you visibility &#8211; what\u2019s happening across systems, where issues start, and how they impact users. AIOps builds on top of that by helping you make sense of it faster and act on it.<\/span><\/p><p><span style=\"font-weight: 400;\">On its own, observability can still leave teams overwhelmed. Modern systems generate huge amounts of data, and even with good dashboards, it takes time to connect the dots. AIOps analyzes patterns, highlights what\u2019s unusual, and helps detect issues earlier. This means you no longer have to rely so heavily on manual work, but rather on AI suggestions.<\/span><\/p><p><span style=\"font-weight: 400;\">The combination is especially useful when it comes to reducing noise. Observability tools often generate many alerts, but AIOps can group related events, filter out false positives, and point to the likely root cause. This means fewer distractions and faster resolution.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">From data overload to real-time action<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proactive, not reactive<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Continuous learning and improvement<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">A study by <\/span><a href=\"https:\/\/www.quinnox.com\/the-state-of-aiops-and-emergence-of-intelligent-application-management-iam\/\"><span style=\"font-weight: 400;\">Quinnox<\/span><\/a><span style=\"font-weight: 400;\"> has revealed that companies using AIOps alongside observability see up to <\/span><b>45% fewer major incident<\/b><span style=\"font-weight: 400;\">s, resolve problems <\/span><b>up to 90% faster<\/b><span style=\"font-weight: 400;\">, and roll out new features <\/span><b>10\u201315% quicker<\/b><span style=\"font-weight: 400;\"> than those relying on traditional monitoring alone.<\/span><\/p><p><span style=\"font-weight: 400;\">As AI agents and automation become more common, this partnership becomes even more important. Observability provides the data and context needed to understand how these systems behave, while AIOps helps interpret that behavior and keep it under control.<\/span><\/p><p><span style=\"font-weight: 400;\">In the end, observability tells you what\u2019s going on, and AIOps helps you understand what to do about it. Together, they turn raw data into useful insight and real action.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd5e1d8 elementor-widget elementor-widget-html\" data-id=\"bd5e1d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"custom-banner-container\">\n    <div class=\"banner-content\">\n        <div class=\"banner-text-section\">\n            <h2 class=\"banner-title\">Free Observability<br>Assessment and Consultation<\/h2>\n            \n            <div class=\"banner-features\">\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    30-minute expert consultation\n                <\/div>\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    Custom improvement roadmap\n                <\/div>\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    Detailed assessment report\n                <\/div>\n            <\/div>\n        <\/div>\n        \n        <div class=\"banner-button-section\">\n            <a href=\"https:\/\/www.weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"banner-button\">\n                Sign up now <span class=\"arrow\">\u2192<\/span>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/div>\n<style>\n    .custom-banner-container {\n        background-color: #03045e; \/* G\u0142\u0119boki granat z obrazka *\/\n        padding: 60px 40px;\n        border-radius: 8px;\n        color: white;\n        font-family: Raleway, sans-serif;\n    }\n    .banner-content {\n        max-width: 1100px;\n        margin: 0 auto;\n        display: flex;\n        justify-content: space-between;\n        align-items: center;\n        gap: 30px;\n    }\n    .banner-title {\n        color: #ffffff;\n        font-size: 42px;\n        line-height: 1.2;\n        margin: 0 0 30px 0;\n        font-weight: 700;\n    }\n    .banner-features {\n        display: flex;\n        gap: 20px;\n        flex-wrap: wrap;\n    }\n    .feature-item {\n        display: flex;\n        align-items: center;\n        font-size: 16px;\n        font-weight: 400;\n    }\n    .check-icon {\n        width: 20px;\n        height: 20px;\n        border: 2px solid #f9b764; \/* Kolor pomara\u0144czowy ikon *\/\n        border-radius: 50%;\n        margin-right: 10px;\n        position: relative;\n        display: inline-block;\n    }\n    \/* Symbol \"ptaszka\" wewn\u0105trz k\u00f3\u0142ka *\/\n    .check-icon::after {\n        content: '';\n        position: absolute;\n        left: 6px;\n        top: 2px;\n        width: 5px;\n        height: 10px;\n        border: solid #f9b764;\n        border-width: 0 2px 2px 0;\n        transform: rotate(45deg);\n    }\n    .banner-button {\n        background-color: #f9b764; \/* Pomara\u0144czowy kolor przycisku *\/\n        color: #03045e !important;\n        padding: 15px 35px;\n        border-radius: 12px;\n        text-decoration: none;\n        font-weight: 600;\n        font-size: 18px;\n        white-space: nowrap;\n        transition: background-color 0.3s ease;\n        display: inline-block;\n    }\n    .banner-button:hover {\n        background-color: #f7a336;\n    }\n    .arrow {\n        margin-left: 10px;\n        font-size: 20px;\n    }\n    \/* RWD - Dla telefon\u00f3w *\/\n    @media (max-width: 900px) {\n        .banner-content {\n            flex-direction: column;\n            text-align: center;\n        }\n        \n        .banner-features {\n            justify-content: center;\n        }\n        \n        .banner-title {\n            font-size: 32px;\n        }\n        .banner-button-section {\n            margin-top: 20px;\n        }\n    }\n<\/style> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2827e2 elementor-widget elementor-widget-heading\" data-id=\"e2827e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab652aa elementor-widget elementor-widget-text-editor\" data-id=\"ab652aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In conclusion, observability lays the foundation by providing the essential, high-fidelity data about system health and behavior. AIOps then intelligently processes this wealth of information, transforming raw telemetry into actionable insights, automated responses, and predictive capabilities.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Modern tools utilize both of these approaches to provide users with better insight into their systems and help prevent incidents.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08ecaf5 elementor-widget elementor-widget-heading\" data-id=\"08ecaf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How WeAre Can Help<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fc8344 elementor-widget elementor-widget-text-editor\" data-id=\"1fc8344\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">WeAre Solutions Oy is a Finnish observability-focused consultancy and a leading <\/span><a href=\"https:\/\/www.weare.fi\/en\/splunk-consulting-services\/\"><b>Splunk Elite Partner<\/b><\/a><span style=\"font-weight: 400;\"> in the Nordics. We specialize in observability and monitoring (using Splunk), Atlassian services (Jira), and software development. Founded in 2016 and headquartered in Helsinki, our mission is to turn observability into a competitive advantage for organizations.<\/span><\/p><p><span style=\"font-weight: 400;\">At WeAre, we help organizations assess their Splunk environments, identify improvement opportunities, and align performance with real business needs. You can start with an <\/span><a href=\"https:\/\/www.weare.fi\/en\/free-observability-maturity-assessment\/\"><b>observability assessment<\/b><\/a><span style=\"font-weight: 400;\"> to understand your current state, or <\/span><a href=\"https:\/\/www.weare.fi\/en\/contact-us\/\"><b>contact our team<\/b><\/a><span style=\"font-weight: 400;\"> for a free consultation.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ee1887 e-flex e-con-boxed e-con e-parent\" data-id=\"7ee1887\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b652bb elementor-tablet_extra-align-right elementor-mobile-align-left elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4b652bb\" data-element_type=\"widget\" data-e-type=\"widget\" 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tLinkedIn\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4d486 elementor-widget elementor-widget-spacer\" data-id=\"2c4d486\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6cc0d761 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cc0d761\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f28b13d\" data-id=\"4f28b13d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-885b1d1 elementor-widget elementor-widget-spacer\" data-id=\"885b1d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6334508 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6334508\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24b81a6\" data-id=\"24b81a6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Digital transformation has reshaped how businesses deliver value. Today, companies run on distributed systems, microservices, and cloud-native apps, while also increasingly leveraging artificial intelligence (AI) both in their products and to manage their complex operations. With all this innovation comes greater complexity and an urgent need to keep systems healthy, available, and high-performing.<\/p>","protected":false},"author":14,"featured_media":23056,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_improvement_type_select":"improve_an_existing","_thumb_yes_seoaic":false,"_frame_yes_seoaic":false,"seoaic_generate_description":"","seoaic_improve_instructions_prompt":"","seoaic_rollback_content_improvement":"","seoaic_idea_thumbnail_generator":"","thumbnail_generated":false,"thumbnail_generate_prompt":"","seoaic_article_description":"","site-sidebar-layout":"right-sidebar","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"seoaic_article_subtitles":[],"footnotes":""},"categories":[19,77,143],"tags":[],"blog":[144],"customer-cases":[],"class_list":["post-20285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all","category-blogs","category-observability","blog-observability"],"_links":{"self":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/comments?post=20285"}],"version-history":[{"count":30,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285\/revisions"}],"predecessor-version":[{"id":25246,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/20285\/revisions\/25246"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/media\/23056"}],"wp:attachment":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/media?parent=20285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/categories?post=20285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/tags?post=20285"},{"taxonomy":"blog","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/blog?post=20285"},{"taxonomy":"customer-cases","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/customer-cases?post=20285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}