{"id":25248,"date":"2026-05-04T18:49:27","date_gmt":"2026-05-04T16:49:27","guid":{"rendered":"https:\/\/www.weare.fi\/?p=25248"},"modified":"2026-05-05T13:39:08","modified_gmt":"2026-05-05T11:39:08","slug":"optimizing-splunk-costs-how-to-improve-your-splunk-roi","status":"publish","type":"post","link":"https:\/\/www.weare.fi\/en\/optimizing-splunk-costs-how-to-improve-your-splunk-roi\/","title":{"rendered":"Optimizing Splunk Costs &#8211;\u00a0 How to Improve Your Splunk ROI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"25248\" class=\"elementor elementor-25248\" 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:\/\/www.weare.fi\/en\">\n\t\t\t<img decoding=\"async\" width=\"429\" height=\"89\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-78x16.png\" class=\"attachment-full size-full wp-image-2197 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x.png 429w, https:\/\/www.weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-300x62.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-18x4.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2021\/10\/pieni_logo_horiso@2x-78x16.png 78w\" data-sizes=\"(max-width: 429px) 100vw, 429px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 429px; --smush-placeholder-aspect-ratio: 429\/89;\" \/>\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-16592\"><a href=\"https:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\">Splunk<\/a><\/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:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/www.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:\/\/www.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:\/\/www.weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\">Free Observability Maturity Assessment<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/www.weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/www.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-16592\"><a href=\"https:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<\/a><\/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:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/www.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:\/\/www.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:\/\/www.weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Free Observability Maturity Assessment<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/www.weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/www.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:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22078\"><a href=\"https:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\">Observability as a Service<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12786\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/palvelut\/\" class=\"elementor-item menu-link\">Palvelut<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22226\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-17638\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/ohjelmistokehitys\/\" class=\"elementor-sub-item menu-link\">Ohjelmistokehitys<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18756\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/247-service-center\/\" class=\"elementor-sub-item menu-link\">24\/7 Service Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18757\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/talent-factory\/\" class=\"elementor-sub-item menu-link\">WeAre Talent Factory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16587\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/pilvipalvelut\/\" class=\"elementor-sub-item menu-link\">Pilvipalvelut<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16588\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/identiteetin-ja-paasynhallinta-iam\/\" class=\"elementor-sub-item menu-link\">Identiteetin- ja p\u00e4\u00e4synhallinta<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16253\"><a href=\"https:\/\/www.weare.fi\/en\/innovaatiot\/\" class=\"elementor-item menu-link\">Innovaatiot<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/www.weare.fi\/en\/asiakastarinat\/\" class=\"elementor-item menu-link\">Asiakastarinat<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2632\"><a href=\"https:\/\/www.weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/www.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:\/\/www.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:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-1cdb4865\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-17209\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22078\"><a href=\"https:\/\/www.weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability as a Service<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/www.weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12786\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/palvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Palvelut<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-22226\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-17638\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/ohjelmistokehitys\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Ohjelmistokehitys<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18756\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/247-service-center\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">24\/7 Service Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18757\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/talent-factory\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">WeAre Talent Factory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16587\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/pilvipalvelut\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Pilvipalvelut<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16588\"><a href=\"https:\/\/www.weare.fi\/en\/palvelut\/identiteetin-ja-paasynhallinta-iam\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Identiteetin- ja p\u00e4\u00e4synhallinta<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-16253\"><a href=\"https:\/\/www.weare.fi\/en\/innovaatiot\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Innovaatiot<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/www.weare.fi\/en\/asiakastarinat\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2632\"><a href=\"https:\/\/www.weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/www.weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/www.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:\/\/www.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:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-159d77ef elementor-hidden-mobile\" data-id=\"159d77ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38e99ce6 elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"38e99ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/ota-yhteytta\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Ota yhteytt\u00e4<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-52e0c118 elementor-hidden-mobile\" data-id=\"52e0c118\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e079aea elementor-nav-menu__align-center elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-widget elementor-widget-nav-menu\" data-id=\"e079aea\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-globe\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/www.weare.fi\/en\/wp-json\/wp\/v2\/posts\/25248#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image lazyload\" data-src=\"https:\/\/www.weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 18px; --smush-placeholder-aspect-ratio: 18\/12;\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4b91cd6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b91cd6c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-60aa8fa0\" data-id=\"60aa8fa0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-215e112 elementor-widget elementor-widget-spacer\" data-id=\"215e112\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30b7c61a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30b7c61a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18b1490b\" data-id=\"18b1490b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-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 decoding=\"async\" width=\"1024\" height=\"512\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-1024x512.png\" class=\"attachment-large size-large wp-image-25250 lazyload\" alt=\"Article banner with graphic of man counting costs on computer with robot&#039;s help and the text &quot;How to Improve Your Splunk ROI - Optimizing Splunk Costs&quot;\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-1024x512.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-300x150.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-768x384.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-1536x768.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-2048x1024.png 2048w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/Banner-Optimizing-splunk-costs-18x9.png 18w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\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-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fc94dd elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-widget elementor-widget-spacer\" data-id=\"6fc94dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26cd67c elementor-widget elementor-widget-spacer\" data-id=\"26cd67c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-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\">Optimizing Splunk Costs -  How to Improve Your Splunk ROI<\/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:\/\/www.weare.fi\/en\/author\/veli-matti\/\">\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\tVeli-Matti V\u00e4\u00e4r\u00e4l\u00e4\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:\/\/www.weare.fi\/en\/2026\/05\/04\/\">\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>04\/05\/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-f55bcd4 elementor-widget elementor-widget-text-editor\" data-id=\"f55bcd4\" 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=\"text-decoration: underline;\"><a href=\"https:\/\/www.weare.fi\/en\/what-is-splunk-powerful-guide-to-splunk-observability-in-2026\/\"><span style=\"font-weight: 400;\">Splunk<\/span><\/a><\/span><span style=\"font-weight: 400;\"> is a powerful tool that can help your team gain real value from data.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">As organizations generate more data than ever, administrators are taking steps to maximize their Splunk ROI. We\u2019ve seen this pattern across organizations: observability costs increase, and teams assume it\u2019s simply the price of doing business.<\/span><\/p><p><span style=\"font-weight: 400;\">But it doesn\u2019t have to be that way. In this article, we\u2019ll explore how to optimize Splunk license costs.\u00a0<\/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-0040d25 elementor-widget elementor-widget-heading\" data-id=\"0040d25\" 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\">Data vs architecture - how it changes over time<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-573eba4 elementor-widget elementor-widget-text-editor\" data-id=\"573eba4\" 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 basic setup in most environments is quite straightforward. You have log sources, servers, firewalls, endpoints, applications, and they forward data into your platform. And for a long time, that works quite well.\u00a0<\/span><\/p><p><b>But the environment has changed.<\/b><span style=\"font-weight: 400;\"> Cloud workloads, containers, SaaS applications. The number of sources has grown significantly and the volume coming from each one has grown too.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">The problem is that the <\/span><b>architecture hasn&#8217;t changed to match.<\/b><span style=\"font-weight: 400;\"> Most pipelines are still set up to forward everything without much filtering, straight into the platform.\u00a0 As a result, all data &#8211; regardless of its importance &#8211; lands in the same place and is billed the same way.<\/span><\/p><p><span style=\"font-weight: 400;\">Let\u2019s emphasize this &#8211; <\/span><b>not all data is equally valuable.<\/b><\/p><p><span style=\"font-weight: 400;\">A large portion consists of low-signal events that almost no one queries. However, they all arrive at the same place at the same price. When you look at where the cost actually comes from, you&#8217;ll usually find that it falls into one of <\/span><b>three categories<\/b><span style=\"font-weight: 400;\">, which are described below.<\/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-3e66652 elementor-widget elementor-widget-image\" data-id=\"3e66652\" 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 decoding=\"async\" width=\"1024\" height=\"576\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-1024x576.png\" class=\"attachment-large size-large wp-image-25252 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-1024x576.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-1536x864.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1-18x10.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-costs-breakdown-1.png 1920w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/>\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-587ed5a elementor-widget elementor-widget-heading\" data-id=\"587ed5a\" 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 the Splunk costs actually come from<\/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;\">To understand why costs keep rising, <\/span><b>it\u2019s not enough to look at the platform itself.<\/b><span style=\"font-weight: 400;\"> The real issue starts much earlier &#8211; at the point where data is generated and begins its journey downstream.<\/span><\/p><p><span style=\"font-weight: 400;\">In most environments, the flow looks the same: an event is created, a log line is written, an agent collects it, and it gets forwarded &#8211; sometimes through multiple layers &#8211; until it reaches the <\/span><span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.weare.fi\/en\/how-to-choose-the-right-observability-platform-tips-from-the-observability-service-provider\/\"><span style=\"font-weight: 400;\">observability platform.<\/span><\/a><\/span><\/p><p><span style=\"font-weight: 400;\">When you break down observability costs, they usually fall into three main areas:<\/span><\/p><ol><li><b> Ingestion<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Most platforms charge based on data volume. The more you send, the more you pay. It\u2019s a direct and immediate cost driver.<\/span><\/li><li><b> Storage<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Keeping data searchable is expensive. Retaining large volumes of logs in a state ready for fast queries &#8211; often for 30, 60, or 90 days &#8211; quickly adds up.<\/span><\/li><li><b> Retention<\/b><b><br \/><\/b><a href=\"https:\/\/www.weare.fi\/en\/dora-regulation-monitoring-observability-for-compliance\/\"><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Compliance requirements<\/span><\/span><\/a><span style=\"font-weight: 400;\"> often mean keeping data for a year or longer. If that data stays in the primary platform the entire time, you\u2019re paying premium rates for what is essentially archived information.<\/span><\/li><\/ol><p><span style=\"font-weight: 400;\">The uncomfortable reality is that a large portion of this cost is driven by data that is rarely, if ever, used. Verbose logs, repeated successful events, and low-signal entries often dominate ingestion volumes. Yet they provide little value in day-to-day operations or incident response.<\/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-8735e36 elementor-widget elementor-widget-html\" data-id=\"8735e36\" 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 style=\"background:#0f172a; border-radius:16px; padding:40px; color:#ffffff; font-family:Raleway, sans-serif; position:relative; overflow:hidden;\">\n\n  <!-- CONTENT -->\n  <div style=\"z-index:2; position:relative;\">\n    <h2 style=\"font-size:30px; line-height:1.2; font-weight:600; margin-bottom:16px; color:#ffffff; \">\n       Looking for out-of-the-box log management and archive?\n    <\/h2>\n\n    <a href=\"https:\/\/www.weare.fi\/en\/services-2\/weare-observability-hub\/log-management-and-archive\/\" \n       style=\"display:inline-flex; align-items:center; gap:10px; background:#f4b765; color:#0f172a; padding:14px 22px; border-radius:10px; text-decoration:none; font-weight:500; transition:all 0.2s ease;\">\n       \n    Check out our solution\n      \n      <span style=\"display:inline-block; transform:translateY(1px);\">\n        \u2192\n      <\/span>\n    <\/a>\n  <\/div>\n\n  <!-- DECORATION -->\n  <div style=\"position:absolute; right:-60px; top:-60px; width:300px; height:300px; background: radial-gradient(circle, rgba(59, 130, 246, 0.4) 0%,#04065b 100%); filter:blur(40px);\"><\/div>\n\n  <div style=\"position:absolute; bottom:-80px; left:-80px; width:300px; height:300px; background:radial-gradient(circle, rgba(99,102,241,0.3), transparent 70%); filter:blur(50px);\"><\/div>\n\n<\/div>\n\n\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\">Why you shouldn\u2019t ingest everything<\/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;\">A common approach is: <\/span><b><i>\u201cLet\u2019s collect everything now and decide later what we need.\u201d<\/i><\/b><\/p><p><span style=\"font-weight: 400;\">In practice, that \u201clater\u201d rarely comes. Meanwhile, the data keeps accumulating. Retention policies continue running.<\/span><b> And the Splunk bill grows month after month.<\/b><\/p><p><span style=\"font-weight: 400;\">By the time you evaluate what\u2019s useful, you\u2019ve already paid for storing and processing large amounts of unnecessary data.<\/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-b50c246 elementor-widget elementor-widget-testimonial\" data-id=\"b50c246\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-content\">Decisions about data value are far more effective before ingestion than after.\nWaste enters the system at every step - but most pipelines don\u2019t address it because the question is never asked early enough.\n<\/div>\n\t\t\t\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 class=\"elementor-element elementor-element-462c857 elementor-widget elementor-widget-text-editor\" data-id=\"462c857\" 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>Making decisions earlier in the pipeline avoids extra costs. It also forces teams to be more intentional about what they collect &#8211; aligning observability data with real operational needs instead of hypothetical future use cases.<\/p><p><strong>Most data pipelines operate like an open stream:<\/strong><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p>Everything generated is collected<\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p>Everything collected is forwarded<\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p>Everything forwarded is stored<\/p><\/li><\/ul><p><strong>And somewhere downstream, someone is paying for all of it.<\/strong><\/p><p>This model works at a small scale. But as environments grow, it creates a compounding effect. The more systems you add, the more logs you generate. And without control points, all of that volume ends up in your platform.<\/p><p>The result is predictable: costs increase, but visibility does not improve at the same rate.<\/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-2f98b06 elementor-widget elementor-widget-image\" data-id=\"2f98b06\" 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 decoding=\"async\" width=\"1024\" height=\"576\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-1024x576.png\" class=\"attachment-large size-large wp-image-25253 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-1024x576.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-1536x864.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1-18x10.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/observability-tool-data-value-1.png 1920w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/>\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-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\">Control data upstream - three types of data<\/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;\">Cost optimization doesn\u2019t require changing platforms. It requires changing how data flows into them.<\/span><\/p><p><span style=\"font-weight: 400;\">A more effective model introduces filtering and routing before data reaches your observability platform:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>High-value data<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Critical events such as security alerts, anomalies, and failures should go directly into your platform, fully indexed and ready for fast analysis.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Medium-value data<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Data that might be useful in the future can be stored in lower-cost storage. It remains accessible but doesn\u2019t consume expensive indexing resources.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b style=\"font-style: inherit;\">Low-value data<br \/><\/b>Noisy, repetitive, or rarely used logs can be dropped or sampled. Keeping everything \u201cjust in case\u201d is rarely justified when you look at actual usage patterns.<\/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-fa201dd elementor-widget elementor-widget-image\" data-id=\"fa201dd\" 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 decoding=\"async\" width=\"1024\" height=\"576\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-1024x576.png\" class=\"attachment-large size-large wp-image-25254 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-1024x576.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-1536x864.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1-18x10.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-data-waste-sources-1.png 1920w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/>\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-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\">Splunk storage costs - common sources of waste<\/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;\">A large portion of unnecessary cost comes from very specific &#8211; and very common &#8211; sources:<\/span><\/p><h6><b>Overly verbose application logging<\/b><\/h6><p><b><\/b><span style=\"font-weight: 400;\">Applications often log every operation, including routine, successful events that are never reviewed.<\/span><\/p><h6><b>Debug logging left enabled<\/b><\/h6><p><span style=\"font-weight: 400;\">Temporary debug settings used during troubleshooting are frequently never turned off, generating high volumes of low-value data for months or even years.<\/span><\/p><h6><b>Inefficient data collection at the agent level<\/b><\/h6><p><span style=\"font-weight: 400;\">Agents may:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Collect entire log files on restart<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Capture fields that are never queried<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Forward duplicate or redundant data<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">By the time this data reaches your platform, it\u2019s already too late &#8211; you are paying full price to store it.<\/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-18088da elementor-widget elementor-widget-image\" data-id=\"18088da\" 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 decoding=\"async\" width=\"1024\" height=\"576\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-1024x576.png\" class=\"attachment-large size-large wp-image-25255 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-1024x576.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-1536x864.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1-18x10.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/05\/splunk-costs-intervention-points-1.png 1920w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/>\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-863fcfa elementor-widget elementor-widget-heading\" data-id=\"863fcfa\" 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 to reduce your Splunk data waste<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e19fb60 elementor-widget elementor-widget-text-editor\" data-id=\"e19fb60\" 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 good news is that every stage in the pipeline is also an opportunity to reduce waste.<\/span><\/p><p><b>At the source<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Applications should be configured to log at the appropriate level. Debug logging in production should be the exception, not the default.<\/span><\/p><p><b>At the agent<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">Filtering can remove clearly low-value events before they leave the host. This reduces both ingestion costs and network overhead.<\/span><\/p><p><b>Between the agent and the platform<\/b><b><br \/><\/b><span style=\"font-weight: 400;\">This is where a dedicated pipeline layer can have the biggest impact:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Dropping unnecessary events<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Sampling high-volume, low-value data<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Enriching useful data before it arrives<\/span><\/p><\/li><\/ul><p><span style=\"font-weight: 400;\">Each of these steps reduces the volume of data that reaches expensive storage.<\/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-62e5dd9 elementor-widget elementor-widget-testimonial\" data-id=\"62e5dd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-content\">The earlier you filter, the more you save.\u200b<\/div>\n\t\t\t\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 class=\"elementor-element elementor-element-658b5cf elementor-widget elementor-widget-heading\" data-id=\"658b5cf\" 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 do you decide which data to collect in Splunk?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-757f4aa elementor-widget elementor-widget-text-editor\" data-id=\"757f4aa\" 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;\">If the solution is so clear, why do many organizations still ingest everything?<\/span><\/p><p><span style=\"font-weight: 400;\">In most cases, it comes down to a single concern:<\/span><i style=\"font-weight: inherit;\">\u201cWe might need this data someday.\u201d<\/i><\/p><p><span style=\"font-weight: 400;\">It\u2019s a valid point. There are situations where unexpected data becomes critical during an incident or investigation. But treating all data as equally important \u201cjust in case\u201d leads to a very expensive default.<\/span><\/p><p><b>Finding the middle ground<\/b><\/p><p><span style=\"font-weight: 400;\">The choice is not binary. You don\u2019t have to choose between indexing everything at full cost and deleting data permanently.<\/span><\/p><p><span style=\"font-weight: 400;\">There is a middle ground where better architectural decisions can be made:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Keep critical data fully indexed<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Store less important data in lower-cost storage<\/span><\/p><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><p><span style=\"font-weight: 400;\">Filter or sample data that has minimal value<\/span><\/p><\/li><\/ul><p><span style=\"font-weight: 400;\">This approach maintains flexibility while avoiding unnecessary cost.<\/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-e2e151f elementor-widget elementor-widget-heading\" data-id=\"e2e151f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Final thoughts\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03f77e2 elementor-widget elementor-widget-text-editor\" data-id=\"03f77e2\" 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;\">Rising observability costs are not a mystery. They are usually the result of uncontrolled data ingestion combined with static architectures that haven\u2019t adapted to modern environments.<\/span><\/p><p><span style=\"font-weight: 400;\">The solution isn\u2019t to abandon your platform or drastically reduce visibility. It\u2019s to recognize that:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Not all data has equal value<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Most environments collect far more than they use<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The most effective place to control costs is before data enters the platform<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Once you shift your approach upstream, cost optimization becomes less about cutting back and more about looking at data from a business perspective.<\/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-11de0a9 elementor-widget elementor-widget-heading\" data-id=\"11de0a9\" 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<h3 class=\"elementor-heading-title elementor-size-default\">WeAre can help you reduce your Splunk licensing costs\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c388b2 elementor-widget elementor-widget-text-editor\" data-id=\"2c388b2\" 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;\">As an Elite Splunk Partner, we have access to more favorable licensing terms, and we can perform a comprehensive assessment of your Splunk environment.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">We assess the customer\u2019s architecture and use cases, then recommend the right capabilities for each stage. The goal is to ensure that only relevant, well-structured data is indexed and that the platform is used efficiently over the long term.<\/span><\/p><p><span style=\"font-weight: 400;\">Contact us today to schedule a free consultation. Let\u2019s talk about your Splunk journey!<\/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-0b07dec elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"0b07dec\" 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-lg elementor-animation-grow\" href=\"https:\/\/www.weare.fi\/en\/contact-us\/\">\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\t\t<div class=\"elementor-element elementor-element-c9f17de elementor-widget elementor-widget-html\" data-id=\"c9f17de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"custom-banner-container\">\n    <div class=\"banner-content\">\n        <div class=\"banner-text-section\">\n            <h2 class=\"banner-title\">Free Observability<br>Assessment and Consultation<\/h2>\n            \n            <div class=\"banner-features\">\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    30-minute expert consultation\n                <\/div>\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    Custom improvement roadmap\n                <\/div>\n                <div class=\"feature-item\">\n                    <span class=\"check-icon\"><\/span>\n                    Detailed assessment report\n                <\/div>\n            <\/div>\n        <\/div>\n        \n        <div class=\"banner-button-section\">\n            <a href=\"https:\/\/www.weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"banner-button\">\n                Sign up now <span class=\"arrow\">\u2192<\/span>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/div>\n<style>\n    .custom-banner-container {\n        background-color: #03045e; \/* G\u0142\u0119boki granat z obrazka *\/\n        padding: 60px 40px;\n        border-radius: 8px;\n        color: white;\n        font-family: Raleway, sans-serif;\n    }\n    .banner-content {\n        max-width: 1100px;\n        margin: 0 auto;\n        display: flex;\n        justify-content: space-between;\n        align-items: center;\n        gap: 30px;\n    }\n    .banner-title {\n  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class=\"elementor-element elementor-element-efc0518 elementor-widget elementor-widget-spacer\" data-id=\"efc0518\" 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-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\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tTwitter\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tLinkedIn\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4d486 elementor-widget elementor-widget-spacer\" data-id=\"2c4d486\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6cc0d761 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cc0d761\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f28b13d\" data-id=\"4f28b13d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-885b1d1 elementor-widget elementor-widget-spacer\" data-id=\"885b1d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6334508 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6334508\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24b81a6\" data-id=\"24b81a6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Most Splunk cost optimization happens too late. Learn why upstream data control is the key to sustainable observability spending.<\/p>","protected":false},"author":20,"featured_media":25250,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_improvement_type_select":"improve_an_existing","_thumb_yes_seoaic":false,"_frame_yes_seoaic":false,"seoaic_generate_description":"","seoaic_improve_instructions_prompt":"","seoaic_rollback_content_improvement":"","seoaic_idea_thumbnail_generator":"","thumbnail_generated":false,"thumbnail_generate_prompt":"","seoaic_article_description":"","site-sidebar-layout":"right-sidebar","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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