{"id":20305,"date":"2025-06-19T13:16:39","date_gmt":"2025-06-19T11:16:39","guid":{"rendered":"https:\/\/www.weare.fi\/?p=20305"},"modified":"2026-02-12T14:51:40","modified_gmt":"2026-02-12T12:51:40","slug":"case-study-modernizing-survey-analytics-with-cloud-native-observability","status":"publish","type":"post","link":"https:\/\/www.weare.fi\/en\/case-study-modernizing-survey-analytics-with-cloud-native-observability\/","title":{"rendered":"Case Study: Modernizing Survey Analytics with Cloud-Native Observability"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20305\" class=\"elementor elementor-20305\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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\/20305#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\/20305#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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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 role=\"button\" 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\/20305#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\/20305#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\/20305#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\/20305#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\/20305#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\/20305#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-54e11b elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"54e11b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1280\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13.png\" class=\"attachment-full size-full wp-image-23047 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13.png 2560w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-300x150.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-1024x512.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-768x384.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-1536x768.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-2048x1024.png 2048w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-18x9.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/13-600x300.png 600w\" data-sizes=\"(max-width: 2560px) 100vw, 2560px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 2560px; --smush-placeholder-aspect-ratio: 2560\/1280;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7858caf2 elementor-share-buttons--skin-flat elementor-grid-3 elementor-share-buttons--view-icon elementor-share-buttons--shape-square elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"7858caf2\" data-element_type=\"widget\" data-e-type=\"widget\" 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 class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\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-facebook\" 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-48a28600 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"48a28600\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Case Study: Modernizing Survey Analytics with Cloud-Native Observability<\/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\/ram-chhetri\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tRam Chhetri\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-62990f6 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.weare.fi\/en\/2025\/06\/19\/\">\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>19\/06\/2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5af03e2 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"5af03e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fa053b elementor-widget elementor-widget-text-editor\" data-id=\"3fa053b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">For any large organization, internal surveys are a goldmine of information, crucial for tracking team maturity, ensuring best practices, and driving continuous improvement. One of our major clients in the retail sector was facing a common but significant challenge:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><em><strong><span class=\"italic font-[700]\">\u201cTheir valuable survey data was locked in one system, while their observability tool was in another.\u201d<\/span><\/strong><\/em><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">This disconnect created a slow, manual process that failed to deliver the timely insights they needed.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71c72cc elementor-widget elementor-widget-heading\" data-id=\"71c72cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Challenge: A Disconnected Data Puzzle<\/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>The core issue was simple: the client\u2019s survey platform held all the raw data, but couldn\u2019t support advanced analysis or visualizations. Meanwhile, their observability tool, Splunk, had the right capabilities but didn\u2019t have direct access to the survey data.<\/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-d17e395 elementor-widget elementor-widget-heading\" data-id=\"d17e395\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How AIOps Enhances ObservabilityThe Initial Fix: Helpful, but Manual\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae3ec4d elementor-widget elementor-widget-text-editor\" data-id=\"ae3ec4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Our first solution focused on connecting their survey data (collected via Webropol) with Splunk for dashboarding and analytics. The process worked as follows:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><span class=\"\">A team member manually downloaded survey data as CSV files<\/span><\/li><li><span class=\"\">A custom Python script (developed by our team) validated and normalized the data before uploading it to AWS S3<\/span><\/li><li><span class=\"\">AWS Lambda was triggered to forward this data to Splunk<\/span><\/li><li><span class=\"\">Finally, dashboards displayed the metrics for stakeholders<\/span><\/li><\/ul><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">While technically sound, this setup required repeated manual effort and didn\u2019t support continuous data flow. As more surveys were introduced, the friction increased.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7da0d8 elementor-widget elementor-widget-image\" data-id=\"b7da0d8\" 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=\"960\" height=\"540\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Client.png\" class=\"attachment-large size-large wp-image-20307 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Client.png 960w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Client-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Client-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Client-18x10.png 18w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/540;\" \/>\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-42215c0 elementor-widget elementor-widget-heading\" data-id=\"42215c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Learning and Evolving: What the Client Really Needed<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8707b3 elementor-widget elementor-widget-text-editor\" data-id=\"f8707b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">It quickly became clear that the client preferred a hands-off approach. They wanted:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><strong><span class=\"font-[700]\">No manual steps<\/span><\/strong><span class=\"\">\u00a0in the workflow<\/span><\/li><li><strong><span class=\"font-[700]\">Up-to-date dashboards<\/span><\/strong><span class=\"\">\u00a0as new survey responses came in<\/span><\/li><li><strong><span class=\"font-[700]\">A flexible system<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>that could accommodate additional surveys over time<\/span><\/li><\/ul><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">This feedback shaped the evolution of the solution.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2827e2 elementor-widget elementor-widget-heading\" data-id=\"e2827e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Final Solution: A Fully Automated Data Pipeline<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab652aa elementor-widget elementor-widget-text-editor\" data-id=\"ab652aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Taking this feedback, we engineered a new, fully automated solution. This new architecture is built around a single, powerful\u00a0<\/span><strong><span class=\"font-[700]\">AWS Lambda function<\/span><\/strong><span class=\"\"> that handles everything without any human intervention:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ol><li><strong><span class=\"font-[700]\">Scheduled Fetch:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>Using Amazon EventBridge, the Lambda function runs automatically.<\/span><\/li><li><strong><span class=\"font-[700]\">API Integration:<\/span><\/strong><span class=\"\">\u00a0It calls the survey platform\u2019s REST API to fetch the latest survey responses directly.\u00a0<\/span><strong><span class=\"font-[700]\">No more manual downloads.<\/span><\/strong><\/li><li><strong><span class=\"font-[700]\">In-Flight Processing:<\/span><\/strong><span class=\"\">\u00a0The function instantly validates, normalizes, and transforms the raw data into a clean, consistent format.<\/span><\/li><li><strong><span class=\"font-[700]\">Direct Ingestion:<\/span><\/strong><span class=\"\">\u00a0The processed data is sent straight to the<strong>\u00a0<\/strong><\/span><strong><span class=\"font-[700]\">Splunk HTTP Event Collector (HEC)<\/span><\/strong><span class=\"\">, making it immediately available for analysis.<\/span><\/li><\/ol><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acb00c0 elementor-widget elementor-widget-image\" data-id=\"acb00c0\" 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=\"960\" height=\"540\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Smart_Data_Handling.png\" class=\"attachment-large size-large wp-image-20308 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Smart_Data_Handling.png 960w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Smart_Data_Handling-300x169.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Smart_Data_Handling-768x432.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2025\/06\/WeAre_Blog_Case_Study_Smart_Data_Handling-18x10.png 18w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/540;\" \/>\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-08ecaf5 elementor-widget elementor-widget-heading\" data-id=\"08ecaf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Power of Smart Data Handling 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-1fc8344 elementor-widget elementor-widget-text-editor\" data-id=\"1fc8344\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Getting the data into Splunk is only half the battle. To make it truly useful and future-proof, we leveraged key Splunk features. Once the survey data arrived in Splunk, we organized it to be useful for years to come by:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><strong><span class=\"font-[700]\">Standardizing with Data Models:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>We used Splunk Data Models to give all survey data a single, consistent format. This means that even if future surveys change, the dashboards won&#8217;t break. We only have to adjust the model, not every chart.<\/span><\/li><li><strong><span class=\"font-[700]\">Keeping History with Lookups:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>Things change, like team names. We used Splunk Lookups to connect old names to new ones. This ensures historical charts are always accurate and no data history is lost.<\/span><\/li><li><strong><span class=\"font-[700]\">Easy Analysis for Everyone:<\/span><\/strong><span class=\"\">\u00a0With the data properly organized, the team could easily view dashboards, track improvements over time, and explore the results on their own.<\/span><\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30a3a35 e-flex e-con-boxed e-con e-parent\" data-id=\"30a3a35\" 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-842e3a6 e-con-full e-flex e-con e-child\" data-id=\"842e3a6\" 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-a48f4a1 elementor-widget elementor-widget-image\" data-id=\"a48f4a1\" 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=\"307\" data-src=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-1024x307.png\" class=\"attachment-large size-large wp-image-23870 lazyload\" alt=\"\" data-srcset=\"https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-1024x307.png 1024w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-300x90.png 300w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-768x230.png 768w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-1536x461.png 1536w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-18x5.png 18w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1-600x180.png 600w, https:\/\/www.weare.fi\/wp-content\/uploads\/2026\/02\/WeAre-blog-banner-1.png 2000w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/307;\" \/>\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3bbae41 e-flex e-con-boxed e-con e-parent\" data-id=\"3bbae41\" 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-cd35083 elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"cd35083\" 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-xl elementor-animation-grow\" href=\"https:\/\/www.weare.fi\/free-observability-maturity-assessment\/\">\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\">Take free Assessment<\/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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48f592b elementor-widget elementor-widget-heading\" data-id=\"48f592b\" 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\">The Business Impact: More Than Just Automation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-708b88c elementor-widget elementor-widget-text-editor\" data-id=\"708b88c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">By listening to our client and evolving the solution, we delivered a system that truly met their needs and unlocked several key benefits:<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><ul><li><strong><span class=\"font-[700]\">Zero Manual Labor:<\/span><\/strong><span class=\"\"><strong>\u00a0<\/strong>Freed up valuable employee time to focus on analyzing insights rather than managing data.<\/span><\/li><li><strong><span class=\"font-[700]\">Timely &amp; Accessible Data:<\/span><\/strong><span class=\"\">\u00a0Teams and stakeholders can now access near-real-time dashboards to track their progress and make informed decisions.<\/span><\/li><li><strong><span class=\"font-[700]\">Robust Historical Analysis:<\/span><\/strong><span class=\"\">\u00a0The ability to accurately compare results over multiple survey periods provides a clear view of long-term trends and improvements.<\/span><\/li><li><strong><span class=\"font-[700]\">Scalable Architecture:<\/span><\/strong><span class=\"\">\u00a0The flexible design allows for the easy addition of new surveys in the future with minimal development effort.<\/span><\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6a4896 elementor-widget elementor-widget-heading\" data-id=\"a6a4896\" 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: Moving Forward with Smarter Survey Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd4c943 elementor-widget elementor-widget-text-editor\" data-id=\"dd4c943\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">This case shows that impactful solutions are born from listening, learning, and evolving together. By automating survey data flows and leveraging observability tools like Splunk, our client reduced manual effort, enabled wider access to insights, and gained the ability to track historical trends; all while preparing for future survey growth.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">Is your organization still navigating data silos or manual reporting headaches? Let\u2019s work together to build a smart, automated pipeline that turns your data into real-time insight.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cff3727 elementor-widget elementor-widget-heading\" data-id=\"cff3727\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How WeAre Can Help<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e67eb52 elementor-widget elementor-widget-text-editor\" data-id=\"e67eb52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span style=\"font-size: 16px;\">WeAre is a technology company focusing on observability. Our services support technology teams to manage business-critical digital services with confidence. Our Observability as a Service (OaaS) offering provides real-time insights across your entire technology stack, ensuring systems remain reliable, optimized, and resilient. By proactively preventing problems, we help you focus on your business goals without compromising performance.<\/span><\/p><\/div><div class=\"article-main__content\" data-test-id=\"publishing-text-block\"><p><span class=\"\">You can learn more about our Observability as a service (OaaS) from\u00a0<\/span><a href=\"https:\/\/www.linkedin.com\/redir\/redirect?url=https%3A%2F%2Fwww%2Eweare%2Efi%2Fen%2Fservices%2Fsplunk-consulting-5%2F&amp;urlhash=Cafx&amp;trk=article-ssr-frontend-pulse_little-text-block\" target=\"_blank\" rel=\"noopener\"><span class=\"\">here<\/span><\/a><span class=\"\">, and let us show you how observability can help you run resilient businesses that are built for real-world success.<\/span><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2f4f34 e-flex e-con-boxed e-con e-parent\" data-id=\"f2f4f34\" 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-db41ba1 elementor-tablet_extra-align-right elementor-mobile-align-left elementor-align-center elementor-widget elementor-widget-button\" data-id=\"db41ba1\" 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-xl elementor-animation-grow\" href=\"https:\/\/www.weare.fi\/palvelut\/weare-observability-operations-center\/\">\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\">Learn more about WeAre OOC<\/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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b2eee9 elementor-widget elementor-widget-spacer\" data-id=\"4b2eee9\" 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\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\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-facebook\" 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\tFacebook\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_twitter\" role=\"button\" tabindex=\"0\" 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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 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