{"id":27771,"date":"2026-10-27T16:15:48","date_gmt":"2026-10-27T14:15:48","guid":{"rendered":"https:\/\/weare.fi\/?p=27771"},"modified":"2026-10-28T10:14:25","modified_gmt":"2026-10-28T08:14:25","slug":"when-do-companies-need-observability-expertise","status":"publish","type":"post","link":"https:\/\/weare.fi\/en\/when-do-companies-need-observability-expertise\/","title":{"rendered":"When Do Companies Need Observability Expertise?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"27771\" class=\"elementor elementor-27771\" 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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class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-338c91c9\" data-id=\"338c91c9\" 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-395c126a elementor-widget elementor-widget-theme-site-logo elementor-widget-image\" data-id=\"395c126a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-site-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/weare.fi\/en\">\n\t\t\t<img decoding=\"async\" width=\"429\" height=\"89\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-78x16.png\" class=\"attachment-full size-full wp-image-2197\" alt=\"\" srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x.png 429w, https:\/\/weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-300x62.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-18x4.png 18w, https:\/\/weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-78x16.png 78w\" sizes=\"(max-width: 429px) 100vw, 429px\" \/>\t\t\t\t<\/a>\n\t\t\t\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-7427e1f7\" data-id=\"7427e1f7\" 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-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 elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-3d3265b8\" 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\">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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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\">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\">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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25944\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\">Observability Playbook<\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-19720\"><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-2467\"><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-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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25944\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Playbook<\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-19720\"><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-2467\"><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-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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-25724\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\">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-25727\"><a aria-expanded=\"false\" 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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-25726\"><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\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25725\"><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-25728\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\">Free Observability Maturity Assessment<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25945\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\">Observability Playbook<\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-2632\"><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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-19721\"><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-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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-25724\"><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-25727\"><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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-25726\"><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\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25725\"><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-25728\"><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\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25945\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Playbook<\/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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-2632\"><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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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-19721\"><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-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><span class=\"sub-arrow\"><i class=\"fas fa-chevron-down\" aria-hidden=\"true\"><\/i><\/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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><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\/27771#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><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-b89341c elementor-widget elementor-widget-image\" data-id=\"b89341c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-1024x512.png\" class=\"attachment-large size-large wp-image-27773\" alt=\"Learn when companies need observability expertise, what an observability engineer does, and how the role supports cloud, DevOps, platform, and AI teams.\" srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-1024x512.png 1024w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-300x150.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-768x384.png 768w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-1536x768.png 1536w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-2048x1024.png 2048w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/Weare-blog-thumbnails-2-18x9.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div 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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-f98f0a8 elementor-widget elementor-widget-heading\" data-id=\"f98f0a8\" 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<h1 class=\"elementor-heading-title elementor-size-default\">When Do Companies Need Observability Expertise?<\/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\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\/2026\/10\/27\/\">\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>27\/10\/2026<\/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-c81b314 elementor-widget elementor-widget-html\" data-id=\"c81b314\" 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<style>\n.custom-takeaways-box {\n  background-color: #f4f8fa; \/* Soft, professional blue\/gray background *\/\n  border-left: 5px solid #04065b; \/* Strong blue accent border *\/\n  padding: 30px;\n  border-radius: 8px;\n  box-shadow: 0 4px 10px rgba(0,0,0,0.03);\n  font-family: inherit; \/* Matches your Elementor theme fonts *\/\n  margin: 30px 0;\n}\n\n.custom-takeaways-box h3 {\n  margin-top: 0;\n  color: #222;\n  font-size: 24px;\n  margin-bottom: 20px;\n  font-weight: 700;\n}\n\n.custom-takeaways-list {\n  list-style: none; \/* Removes default bullets *\/\n  padding-left: 0;\n  margin-bottom: 0;\n}\n\n.custom-takeaways-list li {\n  position: relative;\n  padding-left: 32px;\n  margin-bottom: 16px;\n  color: black;\n  line-height: 1.6;\n  font-size: 16px;\n}\n\n.custom-takeaways-list li:last-child {\n  margin-bottom: 0;\n}\n\n\/* Adds a custom checkmark to each list item *\/\n.custom-takeaways-list li::before {\n  content: '\u2713';\n  position: absolute;\n  left: 0;\n  top: -2px;\n  color: #04065b; \/* Matches the left border color *\/\n  font-weight: bold;\n  font-size: 18px;\n}\n<\/style>\n\n<div class=\"custom-takeaways-box\">\n  <h3>Key takeaways<\/h3>\n\n  <ul class=\"custom-takeaways-list\">\n    <li>\n      Companies usually need <strong>observability expertise<\/strong> when applications become difficult to understand across multiple services, teams, cloud platforms, or external providers.\n    <\/li>\n\n    <li>\n      An observability expert helps turn logs, metrics, traces, and other telemetry into evidence engineers can actually use during investigations.\n    <\/li>\n\n    <li>\n      Observability works best when it is considered during architecture and development, rather than added only after a production problem appears.\n    <\/li>\n\n    <li>\n      The expertise can sit within development, DevOps, platform engineering, or SRE. A dedicated observability engineer is useful when the work becomes too specialised or time-consuming for those teams to maintain.\n    <\/li>\n\n    <li>\n      <strong>AI observability<\/strong> adds new requirements, including visibility into model calls, retrieval, tool execution, workflow failures, and operating costs.\n    <\/li>\n  <\/ul>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0abc9be elementor-widget elementor-widget-heading\" data-id=\"0abc9be\" 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\">Introduction<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4606de elementor-widget elementor-widget-text-editor\" data-id=\"d4606de\" 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;\">Your developers build the application. Your cloud team runs the infrastructure. Platform engineers provide the tools that help both teams work efficiently. But when a customer cannot complete a transaction, and the issue crosses several services, who can explain what actually happened? It is observability expertise that allows us to get to the heart of the problem.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Companies need stronger observability capabilities when understanding a service requires evidence from several systems, teams, or providers, but existing monitoring tools cannot connect that evidence clearly enough. A dashboard may show that something is wrong, for example, without explaining where the problem started, which customer journey is affected or which team should investigate it.<\/span><\/p><p><span style=\"font-weight: 400;\">For CIOs and CTOs, the question is therefore not simply whether the organisation needs another monitoring tool. It is whether teams can understand and troubleshoot the digital services the business depends on. If failures take too long to investigate, releases create uncertainty, or operating costs are difficult to explain, stronger observability capability may be needed.<\/span><\/p><p><span style=\"font-weight: 400;\">That does not always mean hiring a dedicated observability engineer. Depending on the environment, the right approach may be to develop existing engineers, establish clearer ownership, or bring in specialist observability support for a particular project or capability gap.<\/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-e0260f6 elementor-widget elementor-widget-heading\" data-id=\"e0260f6\" 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 does an observability expert actually do?\n<\/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<p><span style=\"font-weight: 400;\">An observability expert helps teams understand how applications and infrastructure behave by making operational data useful for investigation and decision-making.<\/span><\/p><p><span style=\"font-weight: 400;\">The work often includes application instrumentation, connecting logs, metrics, and traces, designing telemetry pipelines, improving alerts, and creating consistent observability practices across engineering teams. Logs tell teams what happened, metrics show how a system is behaving over time, and traces follow requests across services. Used together, these signals provide much more context than isolated monitoring data.<\/span><\/p><p><span style=\"font-weight: 400;\">Consider a slow customer portal. The application itself may be running normally, while a request is waiting on an identity provider, database, or external API. An observability engineer helps make that path visible so the team can identify where time is being spent and give the responsible service owner useful evidence.<\/span><\/p><p><span style=\"font-weight: 400;\">Distributed tracing is particularly useful in this type of environment because it allows teams to follow requests across service boundaries. The real value, however, is not the trace or dashboard itself. It is giving engineers a dependable way to answer operational questions when something goes wrong.<\/span><\/p><p><span style=\"font-weight: 400;\">Good observability should help teams move from <\/span><b>\u201cwe know there is a problem\u201d<\/b><span style=\"font-weight: 400;\"> to <\/span><b>\u201cwe understand where the problem is and what needs attention.\u201d<\/b><\/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-f157c6f elementor-widget elementor-widget-image\" data-id=\"f157c6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-1024x576.png\" class=\"attachment-large size-large wp-image-27775\" alt=\"\" srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-1024x576.png 1024w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-300x169.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-768x432.png 768w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-1536x864.png 1536w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring-18x10.png 18w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-vs-monitoring.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-2dbe920 elementor-widget elementor-widget-heading\" data-id=\"2dbe920\" 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\">When does a company need observability expertise?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a059a3 elementor-widget elementor-widget-text-editor\" data-id=\"8a059a3\" 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;\">There is no company-size threshold that determines when observability expertise becomes necessary. A small company operating one highly critical digital service may have a stronger need than a much larger organisation with relatively straightforward systems and experienced engineering teams.<\/span><\/p><p><span style=\"font-weight: 400;\">A better indicator is the gap between the complexity of the environment and the team&#8217;s ability to understand it.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Applications have more dependencies.<\/b><span style=\"font-weight: 400;\"> A customer journey may cross application services, queues, cloud infrastructure, and external providers. Teams can monitor each component individually but struggle to understand the complete journey when something fails.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Engineering is changing faster than operational visibility.<\/b><span style=\"font-weight: 400;\"> Cloud migrations, Kubernetes adoption, and a growing number of development teams can introduce new services and dependencies faster than instrumentation and investigation practices evolve.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Incidents require too much manual investigation.<\/b><span style=\"font-weight: 400;\"> Teams repeatedly search through logs, involve several people, and spend significant time deciding where the issue started. Alerts identify symptoms, but provide little information about ownership or customer impact.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Telemetry itself requires ongoing engineering.<\/b><span style=\"font-weight: 400;\"> As the volume of operational data grows, collection, retention, query performance, and cost become continuing concerns. At that point, observability is no longer an occasional configuration task; it becomes part of the engineering platform.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">These are usually stronger signals than company size. If teams spend more time assembling evidence than solving the underlying problem, it is worth reviewing the organisation&#8217;s observability capability.<\/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-f8618ca elementor-widget elementor-widget-heading\" data-id=\"f8618ca\" 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\">Where does observability fit across engineering teams?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b008996 elementor-widget elementor-widget-text-editor\" data-id=\"b008996\" 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 is not owned by one type of engineering team. It overlaps with software development, cloud infrastructure, DevOps, platform engineering, SRE, and increasingly AI and data engineering.<\/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-8ad9c68 elementor-widget elementor-widget-html\" data-id=\"8ad9c68\" 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<style>\n.custom-table-wrapper {\n  margin: 30px 0;\n  overflow-x: auto;\n  font-family: inherit;\n}\n\n.custom-observability-table {\n  width: 100%;\n  border-collapse: collapse;\n  background: #ffffff;\n  border: 1px solid #d9e0ea;\n  border-radius: 10px;\n  overflow: hidden;\n}\n\n.custom-observability-table th {\n  background-color: #dbe7f8;\n  color: #111111;\n  font-size: 18px;\n  font-weight: 700;\n  text-align: left;\n  padding: 18px 20px;\n  border: 1px solid #c7d3e3;\n}\n\n.custom-observability-table td {\n  padding: 18px 20px;\n  font-size: 16px;\n  line-height: 1.6;\n  color: #111111;\n  vertical-align: top;\n  border: 1px solid #d9e0ea;\n}\n\n.custom-observability-table td:first-child {\n  font-weight: 700;\n  width: 33%;\n}\n\n.custom-observability-table tr:nth-child(even) td {\n  background-color: #f8fafc;\n}\n\n@media (max-width: 768px) {\n  .custom-observability-table th,\n  .custom-observability-table td {\n    padding: 14px;\n    font-size: 15px;\n  }\n}\n<\/style>\n\n<div class=\"custom-table-wrapper\">\n  <table class=\"custom-observability-table\">\n    <thead>\n      <tr>\n        <th>Engineering area<\/th>\n        <th>Where observability expertise contributes<\/th>\n      <\/tr>\n    <\/thead>\n    <tbody>\n      <tr>\n        <td>Software development<\/td>\n        <td>Instrument applications, connect requests across services, and make errors easier to investigate.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>Cloud and infrastructure<\/td>\n        <td>Connect application behaviour with compute, network, storage, and container signals.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>DevOps and release engineering<\/td>\n        <td>Make deployment and pipeline failures visible and compare service behaviour before and after releases.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>Platform engineering<\/td>\n        <td>Provide shared telemetry collection, instrumentation standards, and self-service investigation tools.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>Site reliability engineering (SRE)<\/td>\n        <td>Support service indicators, reliability targets, and actionable alerts.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>Identity and access management (IAM)<\/td>\n        <td>Investigate authentication latency and failures while protecting sensitive identity data.<\/td>\n      <\/tr>\n\n      <tr>\n        <td>AI and data engineering<\/td>\n        <td>Follow model calls, retrieval, tool execution, and data-pipeline dependencies.<\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d083f71 elementor-widget elementor-widget-text-editor\" data-id=\"d083f71\" 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;\">This should be viewed as a practical division of responsibilities rather than a fixed organisation chart.<\/span><\/p><p><span style=\"font-weight: 400;\">An SRE, platform engineer or senior developer may already handle much of the required observability work. A dedicated observability specialist becomes more useful when the depth, scale, or ongoing workload exceeds what those teams can reasonably maintain alongside their other responsibilities.<\/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-27fabc1 elementor-widget elementor-widget-heading\" data-id=\"27fabc1\" 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\">Bring observability into development before production<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-144f199 elementor-widget elementor-widget-text-editor\" data-id=\"144f199\" 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;\">One of the most practical improvements a company can make is to think about observability before an application reaches production.<\/span><\/p><p><span style=\"font-weight: 400;\">When the service is important or technically complex, observability expertise should be involved during architecture and planning. Teams can identify the most important user journeys, dependencies, and service owners, and decide which questions they must be able to answer if the service slows down or fails.<\/span><\/p><p><span style=\"font-weight: 400;\">During development and testing, the required telemetry can then be implemented and verified. Can engineers follow a request across its dependencies? Does a failed transaction produce enough evidence to understand the problem? Does an alert reach the right owner with enough context to act?<\/span><\/p><p><span style=\"font-weight: 400;\">After deployment, the same telemetry supports release validation, incident investigation, and ongoing service improvement. If an incident exposes a visibility gap, that finding can be fed back into development rather than accepted as an unavoidable monitoring limitation.<\/span><\/p><p><span style=\"font-weight: 400;\">Take a customer portal as an example. Before development is complete, the team might decide that login and transaction completion are critical journeys. During testing, they can deliberately introduce a slow dependency and verify whether the telemetry shows where the delay occurs. After release, the same signals can be used to check whether those customer journeys continue to perform as expected.<\/span><\/p><p><span style=\"font-weight: 400;\">This makes observability part of the software lifecycle instead of something added only after the first serious production incident.<\/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-02e6eeb elementor-widget elementor-widget-heading\" data-id=\"02e6eeb\" 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 AI expands the need for observability expertise<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4db34df elementor-widget elementor-widget-text-editor\" data-id=\"4db34df\" 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 introduces another layer of complexity because engineers need to understand not only whether an application is running, but what is happening throughout an AI workflow.<\/span><\/p><p><span style=\"font-weight: 400;\">Consider a customer-service assistant. Before answering a question, it may retrieve customer information, search documents, call an AI model, and use another system to complete an action. If the assistant becomes slow or fails, knowing that the application server is healthy does not explain which step caused the problem. But <\/span><b>AI observability<\/b><span style=\"font-weight: 400;\"> goes much further than that.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Teams may need to understand how much time is spent retrieving information, waiting for a model, or calling external systems. If a workflow fails, they need evidence showing whether the cause was a failed request, timeout, access issue, or repeated retry.<\/span><\/p><p><span style=\"font-weight: 400;\">Cost also becomes part of the investigation. Model usage, token consumption, and repeated calls can increase the cost of an AI service even when it remains technically available.<\/span><\/p><p><span style=\"font-weight: 400;\">For example, an AI assistant that repeatedly retries a failing external request may take longer to respond while consuming more resources. Connected telemetry can reveal that pattern and help engineers determine whether the application logic, dependency, or AI workflow needs to change.<\/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-aa14b2f elementor-widget elementor-widget-html\" data-id=\"aa14b2f\" 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\n    <div class=\"banner-text-section\">\n      <h2 class=\"banner-title\">\n        Learn how AI, observability and<br>\n        software development work<br>\n        together in a real-life project\n      <\/h2>\n    <\/div>\n\n    <div class=\"banner-button-section\">\n      <a href=\"https:\/\/weare.fi\/en\/renta-case-study-ai-agents-jira-splunk\/\" class=\"banner-button\">\n        Read case study <span class=\"arrow\">\u2192<\/span>\n      <\/a>\n    <\/div>\n\n  <\/div>\n<\/div>\n\n<style>\n.custom-banner-container {\n  background-color: #03045e;\n  padding: 60px 40px;\n  color: white;\n  font-family: Raleway, sans-serif;\n}\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\n.banner-title {\n  color: #ffffff;\n  font-size: 20px;\n  line-height: 1.35;\n  margin: 0;\n  font-weight: 600;\n}\n\n.banner-button {\n  background-color: #f9b764;\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  display: inline-block;\n}\n\n.banner-button:hover {\n  background-color: #f7a336;\n}\n\n.arrow {\n  margin-left: 10px;\n  font-size: 20px;\n}\n\n@media (max-width: 900px) {\n  .banner-content {\n    flex-direction: column;\n    align-items: flex-start;\n  }\n\n  .banner-title {\n    font-size: 24px;\n  }\n}\n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d0b34d elementor-widget elementor-widget-heading\" data-id=\"5d0b34d\" 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 should companies build observability capability?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4591371 elementor-widget elementor-widget-text-editor\" data-id=\"4591371\" 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;\">The right approach starts by identifying the actual gap:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Diagnose the specific problem first.<\/b><span style=\"font-weight: 400;\"> A company struggling with application instrumentation has a different problem from one that already collects large volumes of telemetry but lacks consistent ownership. A business introducing AI services may need capabilities its current application monitoring does not provide.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Develop existing teams when the environment is manageable.<\/b><span style=\"font-weight: 400;\"> If engineers have the necessary time and knowledge, that may be enough. Observability practices can sit naturally within development, DevOps, platform engineering, or SRE.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Create dedicated ownership when a shared platform needs continuous support.<\/b><span style=\"font-weight: 400;\"> When several teams depend on a shared observability platform that requires ongoing engineering, governance, and support, someone needs responsibility for telemetry standards, instrumentation quality, retention, and the overall reliability of the environment.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bring in specialist support for migrations or capability gaps.<\/b><span style=\"font-weight: 400;\"> When the organisation faces a migration, implementation, or gap the internal team has not handled before, the engagement should include clear deliverables and knowledge transfer so the organisation can keep improving afterwards.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Keep the objective in focus.<\/b><span style=\"font-weight: 400;\"> The goal is not to create an observability team simply because the technology exists &#8211; it is to give engineering teams the capability they need to understand important services and resolve problems efficiently.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Measure results in practical terms.<\/b><span style=\"font-weight: 400;\"> For leadership, success should be visible as better coverage of critical services, more useful alerts, less time spent gathering incident evidence, and a clearer understanding of operational costs.<\/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-ff60f5d elementor-widget elementor-widget-image\" data-id=\"ff60f5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-1024x576.png\" class=\"attachment-large size-large wp-image-27777\" alt=\"\" srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-1024x576.png 1024w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-300x169.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-768x432.png 768w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-1536x864.png 1536w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability-18x10.png 18w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/10\/observability-capability.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-88b8d92 elementor-widget elementor-widget-heading\" data-id=\"88b8d92\" 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\">Understand where your organisation needs observability expertise<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50cbd78 elementor-widget elementor-widget-text-editor\" data-id=\"50cbd78\" 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 is most valuable when it helps people answer real operational questions. The goal is not to create more dashboards or collect telemetry simply because it is available.<\/span><\/p><p><span style=\"font-weight: 400;\">Companies need observability expertise when applications, cloud environments, and digital services become difficult to understand with existing tools and practices. As systems become more distributed and AI workflows introduce new dependencies, maintaining that visibility requires more deliberate engineering.<\/span><\/p><p><span style=\"font-weight: 400;\">The right capability may come from an existing SRE or platform team, a dedicated observability engineer, or an external specialist. What matters is that the organisation has clear ownership and enough expertise to make its operational data useful.<\/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-ef5fedd elementor-widget elementor-widget-heading\" data-id=\"ef5fedd\" 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\">Observability Playbook<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcea6e8 elementor-widget elementor-widget-text-editor\" data-id=\"fcea6e8\" 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>WeAre\u2019s Observability Playbook is a practical guide for IT, DevOps, platform, and business teams that want to understand how observability helps improve visibility, reduce downtime, and connect technical performance to business outcomes. It explains how logs, metrics, and traces work together, why observability matters in modern distributed environments, how mature observability practices companies have, and how organisations can move step by step from reactive troubleshooting toward faster incident response, shared visibility, and stronger operational trust.<\/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-cfa5991 elementor-align-justify elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"cfa5991\" 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 elementor-animation-grow\" href=\"https:\/\/weare.fi\/observability-e-book-full-visibility-in-distributed-architecture\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"hm hm-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download now<\/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<div class=\"elementor-element elementor-element-1f319a4 e-flex e-con-boxed e-con e-parent\" data-id=\"1f319a4\" 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<div class=\"elementor-element elementor-element-34c172c e-con-full e-flex e-con e-child\" data-id=\"34c172c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87da6ec elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"87da6ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet_extra&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook.png\" alt=\"Observability playbook\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-2.png\" alt=\"Observability playbook (2)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-3.png\" alt=\"Observability playbook (3)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-4.png\" alt=\"Observability playbook (4)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-5.png\" alt=\"Observability playbook (5)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-6.png\" alt=\"Observability playbook (6)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 of 7\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/06\/Observability-playbook-7.png\" alt=\"Observability playbook (7)\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fbec91 elementor-widget elementor-widget-heading\" data-id=\"9fbec91\" 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-496a531 elementor-widget elementor-widget-text-editor\" data-id=\"496a531\" 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;\">Companies need <\/span><b>observability expertise<\/b><span style=\"font-weight: 400;\"> when their systems become harder to understand than their existing monitoring practices can support. This often happens as applications become more distributed, cloud environments grow, more engineering teams share infrastructure, or AI introduces new workflows and operating costs.<\/span><\/p><p><span style=\"font-weight: 400;\">The answer is not automatically to hire a new specialist. Existing DevOps, SRE, development, or platform teams may be able to provide the capability if they have enough time and knowledge. Dedicated ownership or external expertise becomes more valuable when observability requires deeper engineering, consistent governance, or ongoing platform management.<\/span><\/p><p><span style=\"font-weight: 400;\">The most practical place to start is with an important service and a real operational problem. If your teams cannot easily explain what happened, where it happened, and who needs to act, improving observability should be part of the engineering roadmap.<\/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-a1a4c5e elementor-widget elementor-widget-heading\" data-id=\"a1a4c5e\" 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\">About WeAre Solutions Oy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a62268 elementor-widget elementor-widget-text-editor\" data-id=\"8a62268\" 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;\"><strong>WeAre Solutions Oy<\/strong> is a Finnish observability-focused consultancy and a leading <span style=\"text-decoration: underline;\"><a href=\"https:\/\/weare.fi\/en\/splunk-consulting-services\/\"><strong>Splunk Elite Partner<\/strong><\/a><\/span> 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:\/\/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:\/\/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\t\t<div class=\"elementor-element elementor-element-90af7cd elementor-align-justify elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"90af7cd\" 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 elementor-animation-grow\" href=\"https:\/\/weare.fi\/en\/#contact\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"hm hm-arrow-right1\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/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<div class=\"elementor-element elementor-element-b192012 e-flex e-con-boxed e-con e-parent\" data-id=\"b192012\" 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-f74d74e elementor-widget elementor-widget-html\" data-id=\"f74d74e\" 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:\/\/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\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\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\n    .banner-title {\n        color: #ffffff;\n        font-size: 42px;\n        line-height: 1.2;\n        margin: 0 0 30px 0;\n    }\n\n    .banner-features {\n        display: flex;\n        gap: 20px;\n        flex-wrap: wrap;\n    }\n\n    .feature-item {\n        display: flex;\n        align-items: center;\n        font-size: 16px;\n        font-weight: 400;\n    }\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\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\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\n    .banner-button:hover {\n        background-color: #f7a336;\n    }\n\n    .arrow {\n        margin-left: 10px;\n        font-size: 20px;\n    }\n\n   \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\n        .banner-button-section {\n            margin-top: 20px;\n        }\n    }\n<\/style> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a10a02 e-flex e-con-boxed e-con e-parent\" data-id=\"1a10a02\" 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<div class=\"elementor-element elementor-element-7b83e4f e-con-full e-flex e-con e-child\" data-id=\"7b83e4f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-30685c1 e-con-full e-flex e-con e-child\" data-id=\"30685c1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-3282a15 e-con-full e-flex e-con e-child\" data-id=\"3282a15\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-4edc3f6 e-con-full e-flex e-con e-child\" data-id=\"4edc3f6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cff9657 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"cff9657\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3151014 elementor-widget elementor-widget-heading\" data-id=\"3151014\" 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\">FAQs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2609948 e-con-full e-flex e-con e-child\" data-id=\"2609948\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-8d61865 e-con-full e-flex e-con e-child\" data-id=\"8d61865\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e52cfa elementor-widget elementor-widget-n-accordion\" data-id=\"2e52cfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4850\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-4850\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Do companies need a dedicated observability engineer? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4850\" class=\"elementor-element elementor-element-498f108 e-con-full e-flex e-con e-child\" data-id=\"498f108\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6bc18e elementor-widget elementor-widget-text-editor\" data-id=\"d6bc18e\" 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;\">Not always. Companies need clear ownership and appropriate observability expertise, but that capability may already exist within platform engineering, SRE, DevOps, or development teams. A dedicated observability engineer becomes more useful when shared telemetry systems, complex instrumentation, or ongoing governance require substantial specialist work.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4851\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4851\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What does an observability engineer do? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4851\" class=\"elementor-element elementor-element-5ade4c9 e-con-full e-flex e-con e-child\" data-id=\"5ade4c9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa0ff34 elementor-widget elementor-widget-text-editor\" data-id=\"fa0ff34\" 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;\">An observability engineer helps teams collect, connect, and use operational telemetry such as logs, metrics, and traces. Their work may include application instrumentation, telemetry pipelines, alerting, distributed tracing, platform design, and helping engineering teams investigate problems more effectively.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4852\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4852\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is observability part of DevOps or platform engineering? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4852\" class=\"elementor-element elementor-element-2bd5b26 e-con-full e-flex e-con e-child\" data-id=\"2bd5b26\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97c32e1 elementor-widget elementor-widget-text-editor\" data-id=\"97c32e1\" 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;\">It can be part of both. DevOps teams use operational feedback to improve software delivery, while platform engineering teams may provide shared observability tools, telemetry standards, and self-service capabilities. Specialist observability expertise supports these teams when deeper knowledge is required.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4853\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4853\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> When should observability be added to an application? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4853\" class=\"elementor-element elementor-element-7afc8ad e-con-full e-flex e-con e-child\" data-id=\"7afc8ad\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cfd7573 elementor-widget elementor-widget-text-editor\" data-id=\"cfd7573\" 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 should ideally be considered during architecture and development, particularly for important or complex services. Defining critical journeys and required telemetry early makes it easier to test whether the necessary evidence will be available before the application reaches production.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4854\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4854\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What changes with AI observability? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4854\" class=\"elementor-element elementor-element-c7fcf2d e-con-full e-flex e-con e-child\" data-id=\"c7fcf2d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8626db elementor-widget elementor-widget-text-editor\" data-id=\"d8626db\" 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 observability adds visibility into areas such as model calls, retrieval, tool execution, workflow dependencies, token consumption, and operating costs. Teams may also need to connect technical telemetry with evaluations of AI output quality.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4855\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4855\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How can a company tell if its observability needs improvement? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4855\" class=\"elementor-element elementor-element-b6423f3 e-con-full e-flex e-con e-child\" data-id=\"b6423f3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35858c3 elementor-widget elementor-widget-text-editor\" data-id=\"35858c3\" 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;\">A useful test is to review a recent incident. If teams could not follow the problem across dependencies, spent significant time gathering evidence, or struggled to identify ownership and customer impact, there is likely an observability gap worth addressing.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e7200 elementor-share-buttons--skin-flat elementor-share-buttons--color-custom elementor-share-buttons--view-icon-text elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"d5e7200\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" 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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>Learn when companies need observability expertise, what an observability engineer does, and how the role supports cloud, DevOps, platform, and AI teams.<\/p>","protected":false},"author":14,"featured_media":27773,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_templately_pack_id":"","_templately_imported_at":"","_templately_source":"","_templately_import_session_id":"","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 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