{"id":988254,"date":"2026-08-31T18:08:52","date_gmt":"2026-08-31T18:08:52","guid":{"rendered":"https:\/\/companionscorp.com\/en\/?page_id=988254"},"modified":"2026-08-31T20:36:18","modified_gmt":"2026-08-31T20:36:18","slug":"predictive-analytics","status":"publish","type":"page","link":"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/predictive-analytics\/","title":{"rendered":"Predictive Analytics"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"988254\" class=\"elementor elementor-988254\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0000200b e-flex e-con-boxed e-con e-parent\" data-id=\"0000200b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-00002003 e-flex e-con-full e-con e-parent\" data-id=\"00002003\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00002001 elementor-widget elementor-widget-image\" data-id=\"00002001\" data-element_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=\"150\" height=\"150\" src=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-987789\" alt=\"Companions Corp mark\" srcset=\"https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-150x150.png 150w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-300x300.png 300w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-12x12.png 12w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-270x270.png 270w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-192x192.png 192w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-180x180.png 180w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo-32x32.png 32w, https:\/\/companionscorp.com\/wp-content\/uploads\/2025\/03\/cropped-cclogo.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\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-00002002 elementor-widget elementor-widget-heading\" data-id=\"00002002\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/companionscorp.com\/de\/\">COMPANIONS CORP<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0000200a e-flex e-con-full cc-desktop-nav e-con e-parent\" data-id=\"0000200a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002004 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002004\" data-element_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=\"https:\/\/companionscorp.com\/de\/\">\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\">Home<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002005 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002005\" data-element_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=\"https:\/\/companionscorp.com\/de\/services\/\">\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\">Services<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002006 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002006\" data-element_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=\"https:\/\/companionscorp.com\/de\/about\/\">\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\">About<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002007 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002007\" data-element_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=\"https:\/\/companionscorp.com\/de\/portfolio\/\">\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\">Portfolio<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002008 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002008\" data-element_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=\"https:\/\/companionscorp.com\/de\/team\/\">\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\">Team<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-00002009 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"00002009\" data-element_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=\"https:\/\/companionscorp.com\/de\/contact\/\">\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\">Contact<\/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>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccmob001 elementor-widget elementor-widget-html\" data-id=\"ccmob001\" data-element_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=\"ccm-nav\"><details><summary aria-label=\"Open primary navigation\"><span>Menu<\/span><span aria-hidden=\"true\">+<\/span><\/summary><nav aria-label=\"Mobile primary navigation\"><a href=\"https:\/\/companionscorp.com\/de\/\">Home<\/a><a href=\"https:\/\/companionscorp.com\/de\/services\/\">Services<\/a><a href=\"https:\/\/companionscorp.com\/de\/about\/\">About<\/a><a href=\"https:\/\/companionscorp.com\/de\/portfolio\/\">Portfolio<\/a><a href=\"https:\/\/companionscorp.com\/de\/team\/\">Team<\/a><a class=\"ccm-contact\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">Contact<\/a><\/nav><\/details><\/div><style>.elementor-element-ccmob001{display:none!important}@media(max-width:767px){.cc-desktop-nav{display:none!important}.elementor-element-ccmob001{display:block!important;width:100%!important}.ccm-nav{width:100%;font-family:Kanit,Arial,sans-serif}.ccm-nav details{width:100%}.ccm-nav summary{display:flex;align-items:center;justify-content:space-between;cursor:pointer;list-style:none;background:#172328;color:#F5F2EA;border:1px solid #2B3A40;border-radius:12px;padding:13px 16px;font-weight:600}.ccm-nav summary::-webkit-details-marker{display:none}.ccm-nav details[open] summary{border-radius:12px 12px 0 0}.ccm-nav nav{display:grid;background:#172328;border:1px solid #2B3A40;border-top:0;border-radius:0 0 12px 12px;overflow:hidden}.ccm-nav nav a{color:#F5F2EA!important;text-decoration:none!important;padding:13px 16px;border-top:1px solid #2B3A40;font-weight:600}.ccm-nav nav a:hover,.ccm-nav nav a:focus-visible{background:#223138;color:#70CBE8!important;outline:2px solid #70CBE8;outline-offset:-2px}.ccm-nav nav .ccm-contact{background:#70CBE8;color:#0F171B!important}}}<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f67 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f67\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f66 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f66\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f59 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f59\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f53 elementor-widget elementor-widget-heading\" data-id=\"3ae78f53\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">FORESIGHT \/ 04<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f54 elementor-widget elementor-widget-heading\" data-id=\"3ae78f54\" data-element_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\">Anticipate the outcome.<br>Design the action.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f55 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f55\" data-element_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>We build decision-focused predictive systems that connect forecasts and risk scores to clear interventions, monitoring and human accountability.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f58 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f58\" data-element_type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78f56 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78f56\" data-element_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-md\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">\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\">Assess a predictive use case<\/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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78f57 elementor-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78f57\" data-element_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-md\" href=\"https:\/\/companionscorp.com\/de\/services\/data-business-intelligence\/\">\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\">View Data & BI<\/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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f65 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f65\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f5a elementor-widget elementor-widget-heading\" data-id=\"3ae78f5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">DECISION SYSTEM<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f5b elementor-widget elementor-widget-heading\" data-id=\"3ae78f5b\" data-element_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\">Predictive Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f5e e-flex e-con-full e-con e-parent\" data-id=\"3ae78f5e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f5c elementor-widget elementor-widget-heading\" data-id=\"3ae78f5c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f5d elementor-widget elementor-widget-heading\" data-id=\"3ae78f5d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">BASELINE<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f61 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f61\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f5f elementor-widget elementor-widget-heading\" data-id=\"3ae78f5f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f60 elementor-widget elementor-widget-heading\" data-id=\"3ae78f60\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">MODEL<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f64 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f64\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f62 elementor-widget elementor-widget-heading\" data-id=\"3ae78f62\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f63 elementor-widget elementor-widget-heading\" data-id=\"3ae78f63\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">ACTION<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f6c e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f6c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f68 elementor-widget elementor-widget-heading\" data-id=\"3ae78f68\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">WHAT YOU GET<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f69 elementor-widget elementor-widget-heading\" data-id=\"3ae78f69\" data-element_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\">Value that can be observed\u2014not implied.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f6a elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f6a\" data-element_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>Measures are agreed for the engagement and tied to the decision or operating change the work must support.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f6b e-flex e-con-full e-con e-parent\" data-id=\"3ae78f6b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f3a e-flex e-con-full e-con e-parent\" data-id=\"3ae78f3a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f37 elementor-widget elementor-widget-heading\" data-id=\"3ae78f37\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f38 elementor-widget elementor-widget-heading\" data-id=\"3ae78f38\" data-element_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\">Forecast usefulness<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f39 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f39\" data-element_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>Measure improvement against a transparent baseline, not model complexity.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f3e e-flex e-con-full e-con e-parent\" data-id=\"3ae78f3e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f3b elementor-widget elementor-widget-heading\" data-id=\"3ae78f3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f3c elementor-widget elementor-widget-heading\" data-id=\"3ae78f3c\" data-element_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\">Action lead time<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f3d elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f3d\" data-element_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>Create enough warning for a person or system to respond.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f42 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f42\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f3f elementor-widget elementor-widget-heading\" data-id=\"3ae78f3f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f40 elementor-widget elementor-widget-heading\" data-id=\"3ae78f40\" data-element_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\">Model reliability<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f41 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f41\" data-element_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>Track drift, calibration and failure modes after deployment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f70 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f70\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f6d elementor-widget elementor-widget-heading\" data-id=\"3ae78f6d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EXPERTISE & APPROACH<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f6e elementor-widget elementor-widget-heading\" data-id=\"3ae78f6e\" data-element_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\">A controlled path from question to operating capability.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f6f e-flex e-con-full e-con e-parent\" data-id=\"3ae78f6f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f45 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f45\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f43 elementor-widget elementor-widget-heading\" data-id=\"3ae78f43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">01 \/ Qualify<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f44 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f44\" data-element_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>Confirm that the outcome, intervention and feedback loop make prediction worthwhile.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f48 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f48\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f46 elementor-widget elementor-widget-heading\" data-id=\"3ae78f46\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">02 \/ Prepare<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f47 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f47\" data-element_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>Build reproducible features, time-aware datasets and honest baselines.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f4b e-flex e-con-full e-con e-parent\" data-id=\"3ae78f4b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f49 elementor-widget elementor-widget-heading\" data-id=\"3ae78f49\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">03 \/ Validate<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f4a elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f4a\" data-element_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>Test performance, stability, fairness and operational thresholds.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f4e e-flex e-con-full e-con e-parent\" data-id=\"3ae78f4e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f4c elementor-widget elementor-widget-heading\" data-id=\"3ae78f4c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">04 \/ Integrate<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f4d elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f4d\" data-element_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>Embed outputs into workflow with monitoring, ownership and review.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f7a e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f7a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f79 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f79\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f74 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f74\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f71 elementor-widget elementor-widget-heading\" data-id=\"3ae78f71\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">GOOD FIT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f72 elementor-widget elementor-widget-heading\" data-id=\"3ae78f72\" data-element_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\">Use this service when<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f73 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f73\" data-element_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<ul><li>Teams repeatedly make the same forward-looking decision.<\/li><li>Historical outcomes and usable predictors are available.<\/li><li>A forecast or risk score can trigger a concrete intervention.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f78 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f78\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f75 elementor-widget elementor-widget-heading\" data-id=\"3ae78f75\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">LIMITS & TRADE-OFFS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f76 elementor-widget elementor-widget-heading\" data-id=\"3ae78f76\" data-element_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\">Plan for these realities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f77 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f77\" data-element_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<ul><li>Prediction does not explain causation.<\/li><li>Rare outcomes and changing environments can make performance unstable.<\/li><li>A model without an operational owner becomes shelfware.<\/li><\/ul>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f84 e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f84\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f83 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f83\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f7e e-flex e-con-full e-con e-parent\" data-id=\"3ae78f7e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f7b elementor-widget elementor-widget-heading\" data-id=\"3ae78f7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">ILLUSTRATIVE ENGAGEMENT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f7c elementor-widget elementor-widget-heading\" data-id=\"3ae78f7c\" data-element_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\">A predictive-use-case validation sprint.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f7d elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f7d\" data-element_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>Use-case qualification \u00b7 baseline and feature design \u00b7 prototype validation \u00b7 deployment decision<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f82 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f82\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f7f elementor-widget elementor-widget-heading\" data-id=\"3ae78f7f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">EVIDENCE FRAMEWORK<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f80 elementor-widget elementor-widget-heading\" data-id=\"3ae78f80\" data-element_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\">Evidence before promotion.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f81 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f81\" data-element_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>A Predictive Analytics engagement should leave a useful evidence trail: an agreed baseline, documented decisions, delivered artefacts and an outcome review against the measures defined at the start.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f8a e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f8a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f89 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f89\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f87 e-flex e-con-full e-con e-parent\" data-id=\"3ae78f87\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f85 elementor-widget elementor-widget-heading\" data-id=\"3ae78f85\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What would you do differently with earlier warning?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f86 elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f86\" data-element_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>Bring the decision, the current friction and the evidence available. We\u2019ll help define a practical first step.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae78f88 elementor-align-right elementor-tablet-align-left elementor-mobile-align-left vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"3ae78f88\" data-element_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-md\" href=\"https:\/\/companionscorp.com\/de\/contact\/\">\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\">Discuss the project<\/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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ae78f8e e-flex e-con-boxed e-con e-parent\" data-id=\"3ae78f8e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ae78f8d e-flex e-con-full e-con e-parent\" data-id=\"3ae78f8d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f8b elementor-widget elementor-widget-heading\" data-id=\"3ae78f8b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Companions Corp d.o.o.<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ae78f8c elementor-widget elementor-widget-text-editor\" data-id=\"3ae78f8c\" data-element_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>Srebreni\u010dka bb \u00b7 Bosanski Petrovac \u00b7 <a href=\"mailto:office@companionscorp.com\" style=\"color:#4EE4D0\">office@companionscorp.com<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>COMPANIONS CORP Home Services About Portfolio Team Contact Menu+ HomeServicesAboutPortfolioTeamContact FORESIGHT \/ 04 Anticipate the outcome.Design the action. We build decision-focused predictive systems that connect forecasts and risk scores to clear interventions, monitoring and human accountability. Assess a predictive use case View Data &#038; BI DECISION SYSTEM Predictive Analytics 01 BASELINE 02 MODEL 03 ACTION&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"parent":988228,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"Predictive Analytics | Companions Corp","_seopress_titles_desc":"Explore Predictive Analytics with Companions Corp: business value, delivery approach, suitable use cases, practical limits and engagement options.","_seopress_robots_index":"","footnotes":""},"class_list":["post-988254","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/comments?post=988254"}],"version-history":[{"count":5,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988254\/revisions"}],"predecessor-version":[{"id":988756,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988254\/revisions\/988756"}],"up":[{"embeddable":true,"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/pages\/988228"}],"wp:attachment":[{"href":"https:\/\/companionscorp.com\/de\/wp-json\/wp\/v2\/media?parent=988254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}