{"id":4667,"date":"2022-11-16T22:15:24","date_gmt":"2022-11-16T22:15:24","guid":{"rendered":"https:\/\/www.adminbyrequest.com\/?page_id=4667"},"modified":"2026-02-17T20:28:47","modified_gmt":"2026-02-17T20:28:47","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/www.adminbyrequest.com\/en\/docs\/machine-learning","title":{"rendered":"Machine Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4667\" class=\"elementor elementor-4667\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7fb3202 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7fb3202\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-5d7ff873\" data-id=\"5d7ff873\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-50e289c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50e289c8\" data-element_type=\"section\">\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-inner-column elementor-element elementor-element-2932e936\" data-id=\"2932e936\" data-element_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-6f9d345a elementor-widget elementor-widget-heading\" data-id=\"6f9d345a\" 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\">Documentation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30197522 elementor-widget elementor-widget-spacer\" data-id=\"30197522\" data-element_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-6a13cbae elementor-widget elementor-widget-text-editor\" data-id=\"6a13cbae\" 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\tFeatures &gt; <span style=\"color: #f07057;\">Machine Learning<\/span>.\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\t<\/div>\n\t\t<\/section>\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-5cafe27 elementor-hidden-desktop elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5cafe27\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-5a0d5f7c\" data-id=\"5a0d5f7c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-26d05e4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"26d05e4a\" data-element_type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-35b0e388\" data-id=\"35b0e388\" data-element_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-46c2fc41 elementor-widget elementor-widget-heading\" data-id=\"46c2fc41\" 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\">Documentation Menu<\/h2>\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-50 elementor-inner-column elementor-element elementor-element-398ba820\" data-id=\"398ba820\" data-element_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-122a6950 elementor-widget elementor-widget-tp-navigation-menu\" data-id=\"122a6950\" data-element_type=\"widget\" data-widget_type=\"tp-navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"plus-navigation-wrap text-right nav-menu69e1334c5d3cb122a6950\">\n\t\t\t<div class=\"plus-navigation-inner menu-hover main-menu-indicator-style-1 sub-menu-indicator-none plus-menu-style-1\"  data-menu_transition=\"style-1\" data-mobile-menu-click=\"yes\">\n\t\t\t\t<div id=\"theplus-navigation-normal-menu\" class=\"collapse navbar-collapse navbar-ex1-collapse\">\n\t\t\t\t\n\t\t\t\t\t<div class=\"plus-navigation-menu menu-horizontal  \">\n\t\t\t\t\t\t<ul id=\"menu-resources-side-nav\" class=\"nav navbar-nav yamm menu-hover-none  \"><li id=\"menu-item-18156\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18156 plus-dropdown-menu-\" ><a title=\"Documentation Center Home\" href=\"https:\/\/docs.adminbyrequest.com\/home.htm\" data-text=\"Documentation Center Home\">Documentation Center Home<\/a><\/li>\n<li id=\"menu-item-23594\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23594 plus-dropdown-menu-\" ><a title=\"The Portal\" href=\"https:\/\/docs.adminbyrequest.com\/portal\/landing.htm\" data-text=\"The Portal\">The Portal<\/a><\/li>\n<li id=\"menu-item-18157\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18157 plus-dropdown-menu-\" ><a title=\"Endpoint Privilege Management\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/landing.htm\" data-text=\"Endpoint Privilege Management\">Endpoint Privilege Management<\/a><\/li>\n<li id=\"menu-item-23595\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23595 plus-dropdown-menu-\" ><a title=\"Secure Remote Access\" href=\"https:\/\/docs.adminbyrequest.com\/secure-remote-access\/landing.htm\" data-text=\"Secure Remote Access\">Secure Remote Access<\/a><\/li>\n<li id=\"menu-item-23596\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23596 plus-dropdown-menu-\" ><a title=\"Support\" href=\"https:\/\/docs.adminbyrequest.com\/support\/landing.htm\" data-text=\"Support\">Support<\/a><\/li>\n<li id=\"menu-item-23597\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23597 plus-dropdown-menu-\" ><a title=\"Compliance\" href=\"https:\/\/docs.adminbyrequest.com\/compliance\/comply-how-abr-helps.htm\" data-text=\"Compliance\">Compliance<\/a><\/li>\n<li id=\"menu-item-2543\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2543 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Features\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Features\">Features<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li id=\"menu-item-24444\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24444 plus-dropdown-menu-\" ><a title=\"Run As Admin\" href=\"https:\/\/docs.adminbyrequest.com\/features\/run-as-admin.htm\" data-text=\"Run As Admin\">Run As Admin<\/a><\/li>\n\t<li id=\"menu-item-13953\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-13953 plus-dropdown-menu-\" ><a title=\"Admin Session\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/admin-session\" data-text=\"Admin Session\">Admin Session<\/a><\/li>\n\t<li id=\"menu-item-23593\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23593 plus-dropdown-menu-\" ><a title=\"AI Approval\" href=\"https:\/\/docs.adminbyrequest.com\/features\/ai-approval.htm\" data-text=\"AI Approval\">AI Approval<\/a><\/li>\n\t<li id=\"menu-item-4711\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4711 plus-dropdown-menu-\" ><a title=\"Machine Learning\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/machine-learning\" data-text=\"Machine Learning\">Machine Learning<\/a><\/li>\n\t<li id=\"menu-item-2537\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2537 plus-dropdown-menu-\" ><a title=\"Break Glass \/ LAPS\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/break-glass-account\" data-text=\"Break Glass \/ LAPS\">Break Glass \/ LAPS<\/a><\/li>\n\t<li id=\"menu-item-27662\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27662 plus-dropdown-menu-\" ><a title=\"Malware Detection\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"Malware Detection\">Malware Detection<\/a><\/li>\n\t<li id=\"menu-item-2538\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2538 plus-dropdown-menu-\" ><a title=\"Clean Up Local Admins\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/clean-up-local-admins\" data-text=\"Clean Up Local Admins\">Clean Up Local Admins<\/a><\/li>\n\t<li id=\"menu-item-2546\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2546 plus-dropdown-menu-\" ><a title=\"Device Owner\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/device-owner\" data-text=\"Device Owner\">Device Owner<\/a><\/li>\n\t<li id=\"menu-item-4709\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4709 plus-dropdown-menu-\" ><a title=\"Endpoint MFA\/SSO\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/endpoint-mfasso\" data-text=\"Endpoint MFA\/SSO\">Endpoint MFA\/SSO<\/a><\/li>\n\t<li id=\"menu-item-23598\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23598 plus-dropdown-menu-\" ><a title=\"Support Assist\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/Windows\/ui.htm#Requesting_Assistance\" data-text=\"Support Assist\">Support Assist<\/a><\/li>\n\t<li id=\"menu-item-23599\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23599 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li id=\"menu-item-14336\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-14336 plus-dropdown-menu-\" ><a title=\"ChatGPT\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/chatgpt\" data-text=\"ChatGPT\">ChatGPT<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-2562\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2562 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Public API\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Public API\">Public API<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li id=\"menu-item-23600\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23600 plus-dropdown-menu-\" ><a title=\"API Overview\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"API Overview\">API Overview<\/a><\/li>\n\t<li id=\"menu-item-2587\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2587 plus-dropdown-menu-\" ><a title=\"Auditlog API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/auditlog-api\" data-text=\"Auditlog API\">Auditlog API<\/a><\/li>\n\t<li id=\"menu-item-2591\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2591 plus-dropdown-menu-\" ><a title=\"Requests API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/requests-api\" data-text=\"Requests API\">Requests API<\/a><\/li>\n\t<li id=\"menu-item-2589\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2589 plus-dropdown-menu-\" ><a title=\"Inventory API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/inventory-api\" data-text=\"Inventory API\">Inventory API<\/a><\/li>\n\t<li id=\"menu-item-2588\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2588 plus-dropdown-menu-\" ><a title=\"Events API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/events-api\" data-text=\"Events API\">Events API<\/a><\/li>\n\t<li id=\"menu-item-2590\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2590 plus-dropdown-menu-\" ><a title=\"PIN Code API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/pin-code-api\" data-text=\"PIN Code API\">PIN Code API<\/a><\/li>\n\t<li id=\"menu-item-2585\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2585 plus-dropdown-menu-\" ><a title=\"API External Download\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/api-external-download\" data-text=\"API External Download\">API External Download<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-2595\" class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2595 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Integrations\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Integrations\">Integrations<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li id=\"menu-item-23601\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23601 plus-dropdown-menu-\" ><a title=\"Active Directory\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/active-directory.htm\" data-text=\"Active Directory\">Active Directory<\/a><\/li>\n\t<li id=\"menu-item-27663\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27663 plus-dropdown-menu-\" ><a title=\"ADFS\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#adfs\" data-text=\"ADFS\">ADFS<\/a><\/li>\n\t<li id=\"menu-item-27664\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27664 plus-dropdown-menu-\" ><a title=\"Entra ID\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/entra-id.htm\" data-text=\"Entra ID\">Entra ID<\/a><\/li>\n\t<li id=\"menu-item-27665\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27665 plus-dropdown-menu-\" ><a title=\"Azure AD SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#azure\" data-text=\"Azure AD SSO\">Azure AD SSO<\/a><\/li>\n\t<li id=\"menu-item-2658\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2658 plus-dropdown-menu-\" ><a title=\"Generic Ticketing System\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/generic-ticketing-system\" data-text=\"Generic Ticketing System\">Generic Ticketing System<\/a><\/li>\n\t<li id=\"menu-item-24445\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24445 plus-dropdown-menu-\" ><a title=\"Intune\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/intune.htm\" data-text=\"Intune\">Intune<\/a><\/li>\n\t<li id=\"menu-item-16957\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-16957 plus-dropdown-menu-\" ><a title=\"Jira\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/jira.htm\" data-text=\"Jira\">Jira<\/a><\/li>\n\t<li id=\"menu-item-27666\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27666 plus-dropdown-menu-\" ><a title=\"MetaDefender\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"MetaDefender\">MetaDefender<\/a><\/li>\n\t<li id=\"menu-item-23602\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23602 plus-dropdown-menu-\" ><a title=\"Microsoft Sentinel\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sentinel\/overview.htm\" data-text=\"Microsoft Sentinel\">Microsoft Sentinel<\/a><\/li>\n\t<li id=\"menu-item-23603\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23603 plus-dropdown-menu-\" ><a title=\"Microsoft Teams\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/teams\/overview.htm\" data-text=\"Microsoft Teams\">Microsoft Teams<\/a><\/li>\n\t<li id=\"menu-item-23604\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23604 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li id=\"menu-item-27667\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27667 plus-dropdown-menu-\" ><a title=\"Okta SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#okta\" data-text=\"Okta SSO\">Okta SSO<\/a><\/li>\n\t<li id=\"menu-item-16506\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-16506 plus-dropdown-menu-\" ><a title=\"Power BI\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/power-bi\" data-text=\"Power BI\">Power BI<\/a><\/li>\n\t<li id=\"menu-item-23605\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23605 plus-dropdown-menu-\" ><a title=\"Public API\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"Public API\">Public API<\/a><\/li>\n\t<li id=\"menu-item-27668\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27668 plus-dropdown-menu-\" ><a title=\"SAML\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#saml\" data-text=\"SAML\">SAML<\/a><\/li>\n\t<li id=\"menu-item-27669\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27669 plus-dropdown-menu-\" ><a title=\"SCIM (Azure AD)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#azure\" data-text=\"SCIM (Azure AD)\">SCIM (Azure AD)<\/a><\/li>\n\t<li id=\"menu-item-27670\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27670 plus-dropdown-menu-\" ><a title=\"SCIM (Okta)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#okta\" data-text=\"SCIM (Okta)\">SCIM (Okta)<\/a><\/li>\n\t<li id=\"menu-item-23606\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23606 plus-dropdown-menu-\" ><a title=\"ServiceNow\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/servicenow\/overview.htm\" data-text=\"ServiceNow\">ServiceNow<\/a><\/li>\n\t<li id=\"menu-item-27671\" class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27671 plus-dropdown-menu-\" ><a title=\"Single Sign-On\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm\" data-text=\"Single Sign-On\">Single Sign-On<\/a><\/li>\n\t<li id=\"menu-item-27673\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27673 plus-dropdown-menu-\" ><a title=\"Slack\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/slack\" data-text=\"Slack\">Slack<\/a><\/li>\n\t<li id=\"menu-item-27674\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27674 plus-dropdown-menu-\" ><a title=\"Splunk\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/splunk\" data-text=\"Splunk\">Splunk<\/a><\/li>\n\t<li id=\"menu-item-27672\" class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27672 plus-dropdown-menu-\" ><a title=\"Webhooks\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/webhooks\" data-text=\"Webhooks\">Webhooks<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"plus-mobile-nav-toggle navbar-header mobile-toggle\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mobile-plus-toggle-menu  plus-collapsed toggle-style-1\"  data-target=\"#plus-mobile-nav-toggle-nav-menu69e1334c5d3cb122a6950\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<ul class=\"toggle-lines\"><li class=\"toggle-line\"><\/li><li class=\"toggle-line\"><\/li><\/ul>\n\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\n\t\t\t\t\t<div id=\"plus-mobile-nav-toggle-nav-menu69e1334c5d3cb122a6950\" class=\"plus-mobile-menu   collapse navbar-collapse navbar-ex1-collapse plus-mobile-menu-content \">\n\t\t\t\t\t\t<div class=\"plus-mobile-menu\"><ul id=\"menu-resources-side-nav-1\" class=\"nav navbar-nav\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18156 plus-dropdown-menu-\" ><a title=\"Documentation Center Home\" href=\"https:\/\/docs.adminbyrequest.com\/home.htm\" data-text=\"Documentation Center Home\">Documentation Center Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23594 plus-dropdown-menu-\" ><a title=\"The Portal\" href=\"https:\/\/docs.adminbyrequest.com\/portal\/landing.htm\" data-text=\"The Portal\">The Portal<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18157 plus-dropdown-menu-\" ><a title=\"Endpoint Privilege Management\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/landing.htm\" data-text=\"Endpoint Privilege Management\">Endpoint Privilege Management<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23595 plus-dropdown-menu-\" ><a title=\"Secure Remote Access\" href=\"https:\/\/docs.adminbyrequest.com\/secure-remote-access\/landing.htm\" data-text=\"Secure Remote Access\">Secure Remote Access<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23596 plus-dropdown-menu-\" ><a title=\"Support\" href=\"https:\/\/docs.adminbyrequest.com\/support\/landing.htm\" data-text=\"Support\">Support<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23597 plus-dropdown-menu-\" ><a title=\"Compliance\" href=\"https:\/\/docs.adminbyrequest.com\/compliance\/comply-how-abr-helps.htm\" data-text=\"Compliance\">Compliance<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2543 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Features\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Features\">Features<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24444 plus-dropdown-menu-\" ><a title=\"Run As Admin\" href=\"https:\/\/docs.adminbyrequest.com\/features\/run-as-admin.htm\" data-text=\"Run As Admin\">Run As Admin<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-13953 plus-dropdown-menu-\" ><a title=\"Admin Session\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/admin-session\" data-text=\"Admin Session\">Admin Session<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23593 plus-dropdown-menu-\" ><a title=\"AI Approval\" href=\"https:\/\/docs.adminbyrequest.com\/features\/ai-approval.htm\" data-text=\"AI Approval\">AI Approval<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4711 plus-dropdown-menu-\" ><a title=\"Machine Learning\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/machine-learning\" data-text=\"Machine Learning\">Machine Learning<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2537 plus-dropdown-menu-\" ><a title=\"Break Glass \/ LAPS\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/break-glass-account\" data-text=\"Break Glass \/ LAPS\">Break Glass \/ LAPS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27662 plus-dropdown-menu-\" ><a title=\"Malware Detection\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"Malware Detection\">Malware Detection<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2538 plus-dropdown-menu-\" ><a title=\"Clean Up Local Admins\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/clean-up-local-admins\" data-text=\"Clean Up Local Admins\">Clean Up Local Admins<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2546 plus-dropdown-menu-\" ><a title=\"Device Owner\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/device-owner\" data-text=\"Device Owner\">Device Owner<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4709 plus-dropdown-menu-\" ><a title=\"Endpoint MFA\/SSO\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/endpoint-mfasso\" data-text=\"Endpoint MFA\/SSO\">Endpoint MFA\/SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23598 plus-dropdown-menu-\" ><a title=\"Support Assist\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/Windows\/ui.htm#Requesting_Assistance\" data-text=\"Support Assist\">Support Assist<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23599 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-14336 plus-dropdown-menu-\" ><a title=\"ChatGPT\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/chatgpt\" data-text=\"ChatGPT\">ChatGPT<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2562 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Public API\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Public API\">Public API<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23600 plus-dropdown-menu-\" ><a title=\"API Overview\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"API Overview\">API Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2587 plus-dropdown-menu-\" ><a title=\"Auditlog API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/auditlog-api\" data-text=\"Auditlog API\">Auditlog API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2591 plus-dropdown-menu-\" ><a title=\"Requests API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/requests-api\" data-text=\"Requests API\">Requests API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2589 plus-dropdown-menu-\" ><a title=\"Inventory API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/inventory-api\" data-text=\"Inventory API\">Inventory API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2588 plus-dropdown-menu-\" ><a title=\"Events API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/events-api\" data-text=\"Events API\">Events API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2590 plus-dropdown-menu-\" ><a title=\"PIN Code API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/pin-code-api\" data-text=\"PIN Code API\">PIN Code API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2585 plus-dropdown-menu-\" ><a title=\"API External Download\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/api-external-download\" data-text=\"API External Download\">API External Download<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2595 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Integrations\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Integrations\">Integrations<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23601 plus-dropdown-menu-\" ><a title=\"Active Directory\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/active-directory.htm\" data-text=\"Active Directory\">Active Directory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27663 plus-dropdown-menu-\" ><a title=\"ADFS\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#adfs\" data-text=\"ADFS\">ADFS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27664 plus-dropdown-menu-\" ><a title=\"Entra ID\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/entra-id.htm\" data-text=\"Entra ID\">Entra ID<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27665 plus-dropdown-menu-\" ><a title=\"Azure AD SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#azure\" data-text=\"Azure AD SSO\">Azure AD SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2658 plus-dropdown-menu-\" ><a title=\"Generic Ticketing System\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/generic-ticketing-system\" data-text=\"Generic Ticketing System\">Generic Ticketing System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24445 plus-dropdown-menu-\" ><a title=\"Intune\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/intune.htm\" data-text=\"Intune\">Intune<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-16957 plus-dropdown-menu-\" ><a title=\"Jira\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/jira.htm\" data-text=\"Jira\">Jira<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27666 plus-dropdown-menu-\" ><a title=\"MetaDefender\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"MetaDefender\">MetaDefender<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23602 plus-dropdown-menu-\" ><a title=\"Microsoft Sentinel\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sentinel\/overview.htm\" data-text=\"Microsoft Sentinel\">Microsoft Sentinel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23603 plus-dropdown-menu-\" ><a title=\"Microsoft Teams\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/teams\/overview.htm\" data-text=\"Microsoft Teams\">Microsoft Teams<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23604 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27667 plus-dropdown-menu-\" ><a title=\"Okta SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#okta\" data-text=\"Okta SSO\">Okta SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-16506 plus-dropdown-menu-\" ><a title=\"Power BI\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/power-bi\" data-text=\"Power BI\">Power BI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23605 plus-dropdown-menu-\" ><a title=\"Public API\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"Public API\">Public API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27668 plus-dropdown-menu-\" ><a title=\"SAML\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#saml\" data-text=\"SAML\">SAML<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27669 plus-dropdown-menu-\" ><a title=\"SCIM (Azure AD)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#azure\" data-text=\"SCIM (Azure AD)\">SCIM (Azure AD)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27670 plus-dropdown-menu-\" ><a title=\"SCIM (Okta)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#okta\" data-text=\"SCIM (Okta)\">SCIM (Okta)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23606 plus-dropdown-menu-\" ><a title=\"ServiceNow\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/servicenow\/overview.htm\" data-text=\"ServiceNow\">ServiceNow<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27671 plus-dropdown-menu-\" ><a title=\"Single Sign-On\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm\" data-text=\"Single Sign-On\">Single Sign-On<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27673 plus-dropdown-menu-\" ><a title=\"Slack\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/slack\" data-text=\"Slack\">Slack<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27674 plus-dropdown-menu-\" ><a title=\"Splunk\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/splunk\" data-text=\"Splunk\">Splunk<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27672 plus-dropdown-menu-\" ><a title=\"Webhooks\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/webhooks\" data-text=\"Webhooks\">Webhooks<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t \n\t\t<style>@media (min-width:1025px){.plus-navigation-wrap.nav-menu69e1334c5d3cb122a6950 #theplus-navigation-normal-menu{display: block!important;}.plus-navigation-wrap.nav-menu69e1334c5d3cb122a6950 #plus-mobile-nav-toggle-nav-menu69e1334c5d3cb122a6950.collapse.in{display:none;}}@media (max-width:1024px){.plus-navigation-wrap.nav-menu69e1334c5d3cb122a6950 #theplus-navigation-normal-menu{display:none !important;}.plus-navigation-wrap.nav-menu69e1334c5d3cb122a6950 .plus-mobile-nav-toggle.mobile-toggle{display: -webkit-flex;display: -moz-flex;display: -ms-flex;display: flex;-webkit-align-items: center;-moz-align-items: center;-ms-align-items: center;align-items: center;-webkit-justify-content: flex-end;-moz-justify-content: flex-end;-ms-justify-content: flex-end;justify-content: flex-end;}.plus-navigation-wrap .plus-mobile-menu-content.collapse.swiper-container{display: block;}}<\/style>\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\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-38b1908 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"38b1908\" data-element_type=\"section\">\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-482b8f3\" data-id=\"482b8f3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5382223a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5382223a\" data-element_type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-7a6d02f9 elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"7a6d02f9\" data-element_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-1c6f1806 elementor-widget elementor-widget-text-editor\" data-id=\"1c6f1806\" 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\t\t<div data-elementor-type=\"section\" data-elementor-id=\"4395\" class=\"elementor elementor-4395\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b486c0c elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b486c0c\" data-element_type=\"section\">\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-bb43f51\" data-id=\"bb43f51\" data-element_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-78db3ee elementor-widget elementor-widget-spacer\" data-id=\"78db3ee\" data-element_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-0b5ab19 elementor-widget elementor-widget-tp-navigation-menu\" data-id=\"0b5ab19\" data-element_type=\"widget\" data-widget_type=\"tp-navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"plus-navigation-wrap text-left nav-menu69e1334c63fa10b5ab19\">\n\t\t\t<div class=\"plus-navigation-inner menu-click main-menu-indicator-style-1 sub-menu-indicator-style-1 plus-menu-style-1\"  data-menu_transition=\"style-1\" data-mobile-menu-click=\"yes\">\n\t\t\t\t<div id=\"theplus-navigation-normal-menu\" class=\"collapse navbar-collapse navbar-ex1-collapse\">\n\t\t\t\t\n\t\t\t\t\t<div class=\"plus-navigation-menu menu-vertical  \">\n\t\t\t\t\t\t<ul id=\"menu-resources-side-nav-2\" class=\"nav navbar-nav yamm menu-hover-none  \"><li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18156 plus-dropdown-menu-\" ><a title=\"Documentation Center Home\" href=\"https:\/\/docs.adminbyrequest.com\/home.htm\" data-text=\"Documentation Center Home\">Documentation Center Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23594 plus-dropdown-menu-\" ><a title=\"The Portal\" href=\"https:\/\/docs.adminbyrequest.com\/portal\/landing.htm\" data-text=\"The Portal\">The Portal<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18157 plus-dropdown-menu-\" ><a title=\"Endpoint Privilege Management\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/landing.htm\" data-text=\"Endpoint Privilege Management\">Endpoint Privilege Management<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23595 plus-dropdown-menu-\" ><a title=\"Secure Remote Access\" href=\"https:\/\/docs.adminbyrequest.com\/secure-remote-access\/landing.htm\" data-text=\"Secure Remote Access\">Secure Remote Access<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23596 plus-dropdown-menu-\" ><a title=\"Support\" href=\"https:\/\/docs.adminbyrequest.com\/support\/landing.htm\" data-text=\"Support\">Support<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23597 plus-dropdown-menu-\" ><a title=\"Compliance\" href=\"https:\/\/docs.adminbyrequest.com\/compliance\/comply-how-abr-helps.htm\" data-text=\"Compliance\">Compliance<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2543 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Features\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Features\">Features<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24444 plus-dropdown-menu-\" ><a title=\"Run As Admin\" href=\"https:\/\/docs.adminbyrequest.com\/features\/run-as-admin.htm\" data-text=\"Run As Admin\">Run As Admin<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-13953 plus-dropdown-menu-\" ><a title=\"Admin Session\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/admin-session\" data-text=\"Admin Session\">Admin Session<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23593 plus-dropdown-menu-\" ><a title=\"AI Approval\" href=\"https:\/\/docs.adminbyrequest.com\/features\/ai-approval.htm\" data-text=\"AI Approval\">AI Approval<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4711 plus-dropdown-menu-\" ><a title=\"Machine Learning\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/machine-learning\" data-text=\"Machine Learning\">Machine Learning<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2537 plus-dropdown-menu-\" ><a title=\"Break Glass \/ LAPS\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/break-glass-account\" data-text=\"Break Glass \/ LAPS\">Break Glass \/ LAPS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27662 plus-dropdown-menu-\" ><a title=\"Malware Detection\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"Malware Detection\">Malware Detection<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2538 plus-dropdown-menu-\" ><a title=\"Clean Up Local Admins\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/clean-up-local-admins\" data-text=\"Clean Up Local Admins\">Clean Up Local Admins<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2546 plus-dropdown-menu-\" ><a title=\"Device Owner\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/device-owner\" data-text=\"Device Owner\">Device Owner<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4709 plus-dropdown-menu-\" ><a title=\"Endpoint MFA\/SSO\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/endpoint-mfasso\" data-text=\"Endpoint MFA\/SSO\">Endpoint MFA\/SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23598 plus-dropdown-menu-\" ><a title=\"Support Assist\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/Windows\/ui.htm#Requesting_Assistance\" data-text=\"Support Assist\">Support Assist<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23599 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-14336 plus-dropdown-menu-\" ><a title=\"ChatGPT\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/chatgpt\" data-text=\"ChatGPT\">ChatGPT<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2562 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Public API\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Public API\">Public API<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23600 plus-dropdown-menu-\" ><a title=\"API Overview\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"API Overview\">API Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2587 plus-dropdown-menu-\" ><a title=\"Auditlog API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/auditlog-api\" data-text=\"Auditlog API\">Auditlog API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2591 plus-dropdown-menu-\" ><a title=\"Requests API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/requests-api\" data-text=\"Requests API\">Requests API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2589 plus-dropdown-menu-\" ><a title=\"Inventory API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/inventory-api\" data-text=\"Inventory API\">Inventory API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2588 plus-dropdown-menu-\" ><a title=\"Events API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/events-api\" data-text=\"Events API\">Events API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2590 plus-dropdown-menu-\" ><a title=\"PIN Code API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/pin-code-api\" data-text=\"PIN Code API\">PIN Code API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2585 plus-dropdown-menu-\" ><a title=\"API External Download\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/api-external-download\" data-text=\"API External Download\">API External Download<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2595 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Integrations\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Integrations\">Integrations<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23601 plus-dropdown-menu-\" ><a title=\"Active Directory\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/active-directory.htm\" data-text=\"Active Directory\">Active Directory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27663 plus-dropdown-menu-\" ><a title=\"ADFS\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#adfs\" data-text=\"ADFS\">ADFS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27664 plus-dropdown-menu-\" ><a title=\"Entra ID\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/entra-id.htm\" data-text=\"Entra ID\">Entra ID<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27665 plus-dropdown-menu-\" ><a title=\"Azure AD SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#azure\" data-text=\"Azure AD SSO\">Azure AD SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2658 plus-dropdown-menu-\" ><a title=\"Generic Ticketing System\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/generic-ticketing-system\" data-text=\"Generic Ticketing System\">Generic Ticketing System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24445 plus-dropdown-menu-\" ><a title=\"Intune\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/intune.htm\" data-text=\"Intune\">Intune<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-16957 plus-dropdown-menu-\" ><a title=\"Jira\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/jira.htm\" data-text=\"Jira\">Jira<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27666 plus-dropdown-menu-\" ><a title=\"MetaDefender\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"MetaDefender\">MetaDefender<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23602 plus-dropdown-menu-\" ><a title=\"Microsoft Sentinel\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sentinel\/overview.htm\" data-text=\"Microsoft Sentinel\">Microsoft Sentinel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23603 plus-dropdown-menu-\" ><a title=\"Microsoft Teams\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/teams\/overview.htm\" data-text=\"Microsoft Teams\">Microsoft Teams<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23604 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27667 plus-dropdown-menu-\" ><a title=\"Okta SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#okta\" data-text=\"Okta SSO\">Okta SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-16506 plus-dropdown-menu-\" ><a title=\"Power BI\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/power-bi\" data-text=\"Power BI\">Power BI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23605 plus-dropdown-menu-\" ><a title=\"Public API\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"Public API\">Public API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27668 plus-dropdown-menu-\" ><a title=\"SAML\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#saml\" data-text=\"SAML\">SAML<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27669 plus-dropdown-menu-\" ><a title=\"SCIM (Azure AD)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#azure\" data-text=\"SCIM (Azure AD)\">SCIM (Azure AD)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27670 plus-dropdown-menu-\" ><a title=\"SCIM (Okta)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#okta\" data-text=\"SCIM (Okta)\">SCIM (Okta)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23606 plus-dropdown-menu-\" ><a title=\"ServiceNow\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/servicenow\/overview.htm\" data-text=\"ServiceNow\">ServiceNow<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27671 plus-dropdown-menu-\" ><a title=\"Single Sign-On\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm\" data-text=\"Single Sign-On\">Single Sign-On<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27673 plus-dropdown-menu-\" ><a title=\"Slack\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/slack\" data-text=\"Slack\">Slack<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27674 plus-dropdown-menu-\" ><a title=\"Splunk\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/splunk\" data-text=\"Splunk\">Splunk<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27672 plus-dropdown-menu-\" ><a title=\"Webhooks\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/webhooks\" data-text=\"Webhooks\">Webhooks<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"plus-mobile-nav-toggle navbar-header mobile-toggle\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mobile-plus-toggle-menu  plus-collapsed toggle-style-1\"  data-target=\"#plus-mobile-nav-toggle-nav-menu69e1334c63fa10b5ab19\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<ul class=\"toggle-lines\"><li class=\"toggle-line\"><\/li><li class=\"toggle-line\"><\/li><\/ul>\n\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\n\t\t\t\t\t<div id=\"plus-mobile-nav-toggle-nav-menu69e1334c63fa10b5ab19\" class=\"plus-mobile-menu   collapse navbar-collapse navbar-ex1-collapse plus-mobile-menu-content \">\n\t\t\t\t\t\t<div class=\"plus-mobile-menu\"><ul id=\"menu-resources-side-nav-3\" class=\"nav navbar-nav\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18156 plus-dropdown-menu-\" ><a title=\"Documentation Center Home\" href=\"https:\/\/docs.adminbyrequest.com\/home.htm\" data-text=\"Documentation Center Home\">Documentation Center Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23594 plus-dropdown-menu-\" ><a title=\"The Portal\" href=\"https:\/\/docs.adminbyrequest.com\/portal\/landing.htm\" data-text=\"The Portal\">The Portal<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-18157 plus-dropdown-menu-\" ><a title=\"Endpoint Privilege Management\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/landing.htm\" data-text=\"Endpoint Privilege Management\">Endpoint Privilege Management<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23595 plus-dropdown-menu-\" ><a title=\"Secure Remote Access\" href=\"https:\/\/docs.adminbyrequest.com\/secure-remote-access\/landing.htm\" data-text=\"Secure Remote Access\">Secure Remote Access<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23596 plus-dropdown-menu-\" ><a title=\"Support\" href=\"https:\/\/docs.adminbyrequest.com\/support\/landing.htm\" data-text=\"Support\">Support<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23597 plus-dropdown-menu-\" ><a title=\"Compliance\" href=\"https:\/\/docs.adminbyrequest.com\/compliance\/comply-how-abr-helps.htm\" data-text=\"Compliance\">Compliance<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2543 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Features\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Features\">Features<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-24444 plus-dropdown-menu-\" ><a title=\"Run As Admin\" href=\"https:\/\/docs.adminbyrequest.com\/features\/run-as-admin.htm\" data-text=\"Run As Admin\">Run As Admin<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-13953 plus-dropdown-menu-\" ><a title=\"Admin Session\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/admin-session\" data-text=\"Admin Session\">Admin Session<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23593 plus-dropdown-menu-\" ><a title=\"AI Approval\" href=\"https:\/\/docs.adminbyrequest.com\/features\/ai-approval.htm\" data-text=\"AI Approval\">AI Approval<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4711 plus-dropdown-menu-\" ><a title=\"Machine Learning\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/machine-learning\" data-text=\"Machine Learning\">Machine Learning<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2537 plus-dropdown-menu-\" ><a title=\"Break Glass \/ LAPS\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/break-glass-account\" data-text=\"Break Glass \/ LAPS\">Break Glass \/ LAPS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27662 plus-dropdown-menu-\" ><a title=\"Malware Detection\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"Malware Detection\">Malware Detection<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2538 plus-dropdown-menu-\" ><a title=\"Clean Up Local Admins\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/clean-up-local-admins\" data-text=\"Clean Up Local Admins\">Clean Up Local Admins<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2546 plus-dropdown-menu-\" ><a title=\"Device Owner\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/device-owner\" data-text=\"Device Owner\">Device Owner<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-4709 plus-dropdown-menu-\" ><a title=\"Endpoint MFA\/SSO\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/endpoint-mfasso\" data-text=\"Endpoint MFA\/SSO\">Endpoint MFA\/SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23598 plus-dropdown-menu-\" ><a title=\"Support Assist\" href=\"https:\/\/docs.adminbyrequest.com\/endpoints\/Windows\/ui.htm#Requesting_Assistance\" data-text=\"Support Assist\">Support Assist<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23599 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-14336 plus-dropdown-menu-\" ><a title=\"ChatGPT\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/chatgpt\" data-text=\"ChatGPT\">ChatGPT<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2562 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Public API\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Public API\">Public API<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23600 plus-dropdown-menu-\" ><a title=\"API Overview\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"API Overview\">API Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2587 plus-dropdown-menu-\" ><a title=\"Auditlog API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/auditlog-api\" data-text=\"Auditlog API\">Auditlog API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2591 plus-dropdown-menu-\" ><a title=\"Requests API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/requests-api\" data-text=\"Requests API\">Requests API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2589 plus-dropdown-menu-\" ><a title=\"Inventory API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/inventory-api\" data-text=\"Inventory API\">Inventory API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2588 plus-dropdown-menu-\" ><a title=\"Events API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/events-api\" data-text=\"Events API\">Events API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2590 plus-dropdown-menu-\" ><a title=\"PIN Code API\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/pin-code-api\" data-text=\"PIN Code API\">PIN Code API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-2585 plus-dropdown-menu-\" ><a title=\"API External Download\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/api-external-download\" data-text=\"API External Download\">API External Download<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children animate-dropdown menu-item-2595 depth-0 dropdown plus-dropdown-menu-\" ><a title=\"Integrations\" href=\"#\" class=\"dropdown-toggle\" aria-haspopup=\"true\" data-text=\"Integrations\">Integrations<\/a>\n<ul role=\"menu\" class=\" dropdown-menu\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23601 plus-dropdown-menu-\" ><a title=\"Active Directory\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/active-directory.htm\" data-text=\"Active Directory\">Active Directory<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27663 plus-dropdown-menu-\" ><a title=\"ADFS\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#adfs\" data-text=\"ADFS\">ADFS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27664 plus-dropdown-menu-\" ><a title=\"Entra ID\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/entra-id.htm\" data-text=\"Entra ID\">Entra ID<\/a><\/li>\n\t<li 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title=\"Jira\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/jira.htm\" data-text=\"Jira\">Jira<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27666 plus-dropdown-menu-\" ><a title=\"MetaDefender\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/metadefender.htm\" data-text=\"MetaDefender\">MetaDefender<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23602 plus-dropdown-menu-\" ><a title=\"Microsoft Sentinel\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sentinel\/overview.htm\" data-text=\"Microsoft Sentinel\">Microsoft Sentinel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23603 plus-dropdown-menu-\" ><a title=\"Microsoft Teams\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/teams\/overview.htm\" data-text=\"Microsoft Teams\">Microsoft Teams<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23604 plus-dropdown-menu-\" ><a title=\"Mobile Application\" href=\"https:\/\/docs.adminbyrequest.com\/features\/mobile-app.htm\" data-text=\"Mobile Application\">Mobile Application<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27667 plus-dropdown-menu-\" ><a title=\"Okta SSO\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#okta\" data-text=\"Okta SSO\">Okta SSO<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-16506 plus-dropdown-menu-\" ><a title=\"Power BI\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/power-bi\" data-text=\"Power BI\">Power BI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23605 plus-dropdown-menu-\" ><a title=\"Public API\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/public-api.htm\" data-text=\"Public API\">Public API<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27668 plus-dropdown-menu-\" ><a title=\"SAML\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm#saml\" data-text=\"SAML\">SAML<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27669 plus-dropdown-menu-\" ><a title=\"SCIM (Azure AD)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#azure\" data-text=\"SCIM (Azure AD)\">SCIM (Azure AD)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27670 plus-dropdown-menu-\" ><a title=\"SCIM (Okta)\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/scim.htm#okta\" data-text=\"SCIM (Okta)\">SCIM (Okta)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-23606 plus-dropdown-menu-\" ><a title=\"ServiceNow\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/servicenow\/overview.htm\" data-text=\"ServiceNow\">ServiceNow<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom animate-dropdown menu-item-27671 plus-dropdown-menu-\" ><a title=\"Single Sign-On\" href=\"https:\/\/docs.adminbyrequest.com\/integrations\/sso\/single-sign-on.htm\" data-text=\"Single Sign-On\">Single Sign-On<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27673 plus-dropdown-menu-\" ><a title=\"Slack\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/slack\" data-text=\"Slack\">Slack<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27674 plus-dropdown-menu-\" ><a title=\"Splunk\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/splunk\" data-text=\"Splunk\">Splunk<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page animate-dropdown menu-item-27672 plus-dropdown-menu-\" ><a title=\"Webhooks\" href=\"https:\/\/www.adminbyrequest.com\/en\/docs\/webhooks\" data-text=\"Webhooks\">Webhooks<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t \n\t\t<style>@media (min-width:992px){.plus-navigation-wrap.nav-menu69e1334c63fa10b5ab19 #theplus-navigation-normal-menu{display: block!important;}.plus-navigation-wrap.nav-menu69e1334c63fa10b5ab19 #plus-mobile-nav-toggle-nav-menu69e1334c63fa10b5ab19.collapse.in{display:none;}}@media (max-width:991px){.plus-navigation-wrap.nav-menu69e1334c63fa10b5ab19 #theplus-navigation-normal-menu{display:none !important;}.plus-navigation-wrap.nav-menu69e1334c63fa10b5ab19 .plus-mobile-nav-toggle.mobile-toggle{display: -webkit-flex;display: -moz-flex;display: -ms-flex;display: flex;-webkit-align-items: center;-moz-align-items: center;-ms-align-items: center;align-items: center;-webkit-justify-content: flex-end;-moz-justify-content: flex-end;-ms-justify-content: flex-end;justify-content: flex-end;}.plus-navigation-wrap .plus-mobile-menu-content.collapse.swiper-container{display: block;}}<\/style>\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<\/div>\n\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-50 elementor-inner-column elementor-element elementor-element-549bb6bf\" data-id=\"549bb6bf\" data-element_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-86abf5c elementor-widget elementor-widget-spacer\" data-id=\"86abf5c\" data-element_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-6ed5b9db elementor-widget elementor-widget-text-editor\" data-id=\"6ed5b9db\" 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<h2>Instead of Pre-Approving a huge number of applications ahead of time, let the system build the list for you &#8211; as the applications are being used. Reduce your manual approval workload considerably with the latest feature coming with Admin By Request version 8.0.<\/h2><div>When large enterprises consider effective and efficient access management, there is often a preference for Whitelisting \/ Pre-Approving trusted applications that their employees use on a regular basis \u2013 that is, figuring out which applications are frequently used, and adding them to a list which automatically allows users to elevate them when they need to. This method of \u2018allow most, deny some\u2019 has proven more resource-efficient compared to denying all apps and only allowing elevations on a case-by-case basis. But for a company of 100,000+ users, you could be talking about a Pre-Approved list of 10,000+ apps.<\/div><div>\u00a0<\/div><div>Compiling such a list takes considerable amounts of time and effort. You first need to ask, what apps are my users using most? Are they safe across the board? Are they safe for some users and not others? Which should be Pre-Approved and which should be looked at twice prior to elevation? Then there\u2019s the task of actually adding the thousands of apps to the list ahead of time before it can be considered complete \/ useable.<\/div><div>\u00a0<\/div><div>Up until version 7.4, Admin By Request offered the same set of traditional methods for application elevation as other Privileged Access Management (PAM) tools: per-app elevation, pre-approval, blocked lists, approve everything and simply Audit. But we also faced the same limitations as these other solutions: Pre-Approved lists had to be manually populated ahead of time by customers who want to use them.<\/div><div>\u00a0<\/div><div>With version 8.0 coming December 12th, we\u2019re introducing a breakthrough new feature to the Admin By Request platform which removes this limitation:<\/div><div>\u00a0<\/div><div><strong>Machine Learning Auto-Approval.<\/strong><\/div><div>\u00a0<\/div><div>\u00a0<\/div><h2>Machine Learning \u2013 What Is It?<\/h2><div>The idea behind Machine Learning Auto-Approval is to kill two birds with one stone: why don\u2019t we allow customers to build a Pre-Approved list, as their employees use the software?<\/div><div>\u00a0<\/div><div>Let\u2019s say a user requests to elevate an application, and an IT Admin approves this request. What the IT Admin is essentially saying is that the application in question is safe to run; in other words, it likely belongs on the Pre-Approved list.<\/div><div>\u00a0<\/div><div>So why not make a rule that if approval for an application elevation is granted X amount of times, that application is now automatically approved from then on?<\/div><div>\u00a0<\/div><div>This is where the Machine Learning feature comes in \u2013 it allows the system to handle creating the list of applications that are safe for approval as applications are used. Customers can set a number of times that applications need to be manually approved by an IT Admin before they are added to the Machine Learning Auto-Approved list.<\/div><div>\u00a0<\/div><div>\u00a0<\/div><h2>A Use Case<\/h2><div>Let\u2019s take a look at an example of where and why the new feature might be needed, and how it could be implemented effectively:<\/div><div>\u00a0<\/div><div>A company of 100,000 employees has a policy that all software must be approved for elevation. With the PAM tools currently available on the market, the company has two options:<\/div><div>\u00a0<\/div><ol><li>Approve each individual request for elevation as they come in<\/li><li>Create a Pre-Approved list ahead of time<\/li><\/ol><div>\u00a0<\/div><div>Option 1 will likely mean 10,000+ approval requests per day that require attention from IT staff, and result in delays for users wanting their elevation requests approved.<\/div><div>\u00a0<\/div><div>Option 2 is more workable, but no one in the company knows all of the thousands of applications that employees are going to need approved in the future, so creating a complete and effective Pre-Approved list ahead of time is impossible.<\/div><div>\u00a0<\/div><div>In reality, neither option is ideal \u2013 which is why many enterprises forgo implementing a PAM solution and end up falling victim to cyberattack.<\/div><div>\u00a0<\/div><div>The Admin By Request Machine Learning feature presents a viable alternative to the existing options because you don\u2019t have to approve endless requests, anticipate the future, or do anything upfront.<\/div><div>\u00a0<\/div><div>Instead, it would look something like this:<\/div><div>\u00a0<\/div><ul><li>Install Admin By Request for 1000 users<\/li><li>In the first few days, your IT Admins receive hundreds of requests for app elevation<\/li><li>As they approve requests, the Machine Learning list is built<\/li><li>After the first few days, the number of requests decrease drastically as it\u2019s the same applications that are being requested for elevation across the board (most of which are already Auto-Approved by the Machine Learning feature by this stage)<\/li><li>Install Admin By Request for another 5000 users<\/li><li>These users predominantly use the same applications as the first 1000 so, although there is a slight peak in requests, it\u2019s much smaller than the peak upon initial implementation<\/li><li>Repeat the process with the next 10,000 users, then 20,000, and so on, each time approving fewer and fewer requests as more and more applications are added to the Machine Learning Auto-Approve list by the system.<\/li><\/ul><div>\u00a0<\/div><div>Deployment can be ramped up or slowed down to the speed appropriate for your approval resources.<\/div><div>\u00a0<\/div><div>While building this feature, we analyzed data from thousands of customers and estimate that a company of 100,000 employees will likely get the same number of requests for the first 1000 as for the last 99,000 \u2013 because users elevate the same applications.<\/div><div>\u00a0<\/div><div>\u00a0<\/div><h2>Configuring The Feature<\/h2><div>1. Navigate to\u00a0<em>Settings &gt; Authorization<\/em>, and the\u00a0<strong>Require Approval<\/strong>\u00a0toggle to\u00a0<strong>ON<\/strong>. With these settings in place, applications need to be approved individually by an IT Admin before elevation is granted:<\/div><div>\u00a0<\/div><div><img decoding=\"async\" class=\"center-block img-responsive\" src=\"https:\/\/www.adminbyrequest.com\/Images\/Content\/1(5).png\" alt=\"\" \/><\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>2. Navigate to\u00a0<em>Settings &gt; OS Settings &gt; Applications &gt; Machine Learning<\/em>. Here you can enable the feature by setting the toggle to\u00a0<strong>ON\u00a0<\/strong>and select the desired approval threshold between 0 and 10 (i.e., the number of times an app has to go through the approval flow \/ be manually approved before it is Auto-Approved from then on). In this example, we\u2019ll set the number of\u00a0<strong>Approvals\u00a0<\/strong>to 1:<\/div><div>\u00a0<\/div><div><img decoding=\"async\" class=\"center-block img-responsive\" src=\"https:\/\/www.adminbyrequest.com\/Images\/Content\/2(2).png\" alt=\"\" \/><\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>3. Click\u00a0<strong>Save\u00a0<\/strong>to confirm your settings &#8211; note the green tick appears when the save is complete.<\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>4. Now, when your users use Run as Admin on an application for the first time, they will need to run through the approval flow as normal once. Note that the approval flow the user runs through, i.e., Authenticate or SSO, depends on your User Portal settings:<\/div><div>\u00a0<\/div><div><img decoding=\"async\" class=\"center-block img-responsive\" src=\"https:\/\/www.adminbyrequest.com\/Images\/Content\/ML%203.png\" alt=\"\" \/><\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>5. After approval for that application has been granted once, the second time, the application will simply require confirmation prior to elevation. This is because the number of times this application has been manually approved has been counted by the system, and it has reached the number of manual approvals required for it to now be Auto-Approved. These apps can be viewed in your User Portal under<em>\u00a0Reports &gt; Settings Reports &gt; Machine Learning<\/em>. From here you can view the number of times the application has been approved (in the\u00a0<em>Count<\/em><strong>\u00a0<\/strong>column) or choose to\u00a0<strong>Forget\u00a0<\/strong>the application. What this does is removes an application from the list and resets the manual approvals back to 0; from here it starts its manual approval count from scratch.<\/div><div>\u00a0<\/div><div><img decoding=\"async\" class=\"center-block img-responsive\" src=\"https:\/\/www.adminbyrequest.com\/Images\/Content\/4(1).png\" alt=\"\" \/><\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>As with all Admin By Request features, Machine Learning can be tailored to suit different users\u2019 needs through Sub-Settings.<\/div><div>\u00a0<\/div><div>\u00a0<\/div><h2>Import Past Data<\/h2><div>Although this is a new feature, existing customers can either choose to start afresh, or apply Machine Learning Auto-Approval to previous Auditlog data, so as to avoid having to go through additional manual approvals for applications that have already run through the approval flow.<\/div><div>\u00a0<\/div><div>By default, no data is \u2018inherited\u2019 from the Auditlog into the Machine Learning feature, so if you want your existing approvals to be used as the starting point, you can do the following:<\/div><div>\u00a0<\/div><div>Navigate to\u00a0<em>Reports &gt; Settings Reports &gt; Machine Learning<\/em>, scroll down to the\u00a0<em>Import Auditlog Data<\/em>\u00a0section. You can use the AI sliders to only import the more popular (and therefore more trusted) applications (see the documentation for AI Approvals\u00a0<a href=\"https:\/\/www.adminbyrequest.com\/docs\/AI-Approval\" target=\"_blank\" rel=\"noopener\">here<\/a>). Select the\u00a0<strong>Import Auditlog Data<\/strong>\u00a0button:<\/div><div>\u00a0<\/div><div><img decoding=\"async\" class=\"center-block img-responsive\" src=\"https:\/\/www.adminbyrequest.com\/Images\/Content\/5(2).png\" alt=\"\" \/><\/div><div>\u00a0<\/div><div>\u00a0<\/div><div>You can also bulk-remove your entire Machine Learning list from here by selecting\u00a0<strong>Remove All<\/strong>.\u00a0Note you need to check the\u00a0<em>&#8216;<\/em><em>I understand that my Machine Learning states will be modified&#8217;<\/em>\u00a0box before you can complete these actions:<\/div><div>\u00a0<\/div><div>\u00a0<\/div><h2>Summary<\/h2><div>\u00a0<\/div><div>Building giant Pre-Approved lists so that your users can function effectively in their roles can be a nightmare for large organization. With our latest Machine Learning feature, the system removes the task of creating endless Pre-Approved lists and does the job automatically.<\/div><div>\u00a0<\/div><div>Combine this with our new\u00a0<a href=\"\/en\/docs\/ai-approval\" target=\"_blank\" rel=\"noopener\">AI Approval feature<\/a>, also new with Admin By Request version 8.0, and you\u2019ve reduced your manual approval workload considerably.<\/div><div>\u00a0<\/div><div>Keep an eye out for Admin By Request version 8.0 \u2013 coming December 12th!<\/div>\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\t<\/div>\n\t\t<\/section>\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-6787c0b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6787c0b\" data-element_type=\"section\" 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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\">Latest Blogs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-523e551 elementor-widget elementor-widget-spacer\" data-id=\"523e551\" data-element_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-e53c393 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e53c393\" data-element_type=\"widget\" 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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-inner-section elementor-element elementor-element-d706623 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d706623\" data-element_type=\"section\">\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-inner-column elementor-element elementor-element-0880b5e\" data-id=\"0880b5e\" data-element_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-3590bdd elementor-widget elementor-widget-tp-blog-listout\" data-id=\"3590bdd\" data-element_type=\"widget\" data-widget_type=\"tp-blog-listout.default\">\n\t\t\t\t\t<div id=\"pt-plus-blog-post-list\" class=\"blog-list post69e1334c6cd75  list-isotope  blog-style-1 hover-image-style-1   \"  data-layout-type=\"fitRows\"   data-id=\"post69e1334c6cd75\" data-style=\"style-1\"   dir= data-enable-isotope=\"1\" filter-type = \"normal\"><div id=\"post69e1334c6cd75\" class=\"tp-row post-inner-loop post69e1334c6cd75    tp-listing-preloader\" data-extparam= '{\"loading-opt\":\"skeleton\",\"URL-para\":\"\"}'  ><div class=\"grid-item metro-item  tp-col-lg-4 tp-col-md-6 tp-col-sm-12 tp-col-12  \"><article id=\"post-32103\" class=\"post-32103 post type-post status-publish format-standard has-post-thumbnail hentry category-blogs tag-browser-security tag-cybersecurity tag-downloads tag-malware tag-pam tag-privileged-access-management tag-ransomware tag-shadow-it entry has-media\">\n\t<div class=\"blog-list-content\">\n\t\t\t\t<div class=\"post-content-image\">\n\t\t\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/why-your-browser-is-the-most-dangerous-app-on-your-endpoints\">\n\t\t\t\t\t<div class=\"blog-featured-image  tp-cst-img-full img\">\n\t<span class=\"thumb-wrap\">\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"700\" src=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/main-700x700.png\" class=\"attachment-tp-image-grid size-tp-image-grid\" alt=\"\" srcset=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/main-700x700.png 700w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/main-150x150.png 150w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/main-600x600.png 600w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>\t<\/span>\n\t<\/div>\n\t\t\t<\/a>\t\t\t\n\t\t<\/div>\n\t\t\t\t<div class=\"post-content-bottom\">\n\t\t\t\t\t\t\t<div class=\"post-meta-info style-1\"><span class=\"meta-date\"><a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/why-your-browser-is-the-most-dangerous-app-on-your-endpoints\"><span class=\"entry-date\">April 9, 2026<\/span><\/a><\/span>\n<\/div>\t\t\t\t\t\t<h3 class=\"post-title\">\n\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/why-your-browser-is-the-most-dangerous-app-on-your-endpoints\" class=\"normal\">Why Your Browser is the Most Dangerous App on Your Endpoints<\/a>\n<\/h3>\n\t\t\t<div class=\"post-hover-content\">\n\t\t\t\t<div class=\"entry-content\">\n\t<p>The browser is the most used app in your workplace and one of the least governed. That imbalance has consequences worth taking seriously.\n<\/p>\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n<\/div><div class=\"grid-item metro-item  tp-col-lg-4 tp-col-md-6 tp-col-sm-12 tp-col-12  \"><article id=\"post-32049\" class=\"post-32049 post type-post status-publish format-standard has-post-thumbnail hentry category-blogs tag-cybersecurity tag-gartner tag-iam tag-pam tag-privileged-access-management entry has-media\">\n\t<div class=\"blog-list-content\">\n\t\t\t\t<div class=\"post-content-image\">\n\t\t\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/pam-complexity-is-a-security-problem-in-itself\">\n\t\t\t\t\t<div class=\"blog-featured-image  tp-cst-img-full img\">\n\t<span class=\"thumb-wrap\">\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"700\" src=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/Paul-BLOG-FEATURE-IMAGE-2-700x700.png\" class=\"attachment-tp-image-grid size-tp-image-grid\" alt=\"\" srcset=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/Paul-BLOG-FEATURE-IMAGE-2-700x700.png 700w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/Paul-BLOG-FEATURE-IMAGE-2-150x150.png 150w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/04\/Paul-BLOG-FEATURE-IMAGE-2-600x600.png 600w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>\t<\/span>\n\t<\/div>\n\t\t\t<\/a>\t\t\t\n\t\t<\/div>\n\t\t\t\t<div class=\"post-content-bottom\">\n\t\t\t\t\t\t\t<div class=\"post-meta-info style-1\"><span class=\"meta-date\"><a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/pam-complexity-is-a-security-problem-in-itself\"><span class=\"entry-date\">April 7, 2026<\/span><\/a><\/span>\n<\/div>\t\t\t\t\t\t<h3 class=\"post-title\">\n\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/pam-complexity-is-a-security-problem-in-itself\" class=\"normal\">PAM Complexity is a Security Problem in Itself<\/a>\n<\/h3>\n\t\t\t<div class=\"post-hover-content\">\n\t\t\t\t<div class=\"entry-content\">\n\t<p>PAM was built to secure privileged access. Somewhere along the way, it became too complex to actually use. Here's an honest assessment of where things stand.\n<\/p>\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n<\/div><div class=\"grid-item metro-item  tp-col-lg-4 tp-col-md-6 tp-col-sm-12 tp-col-12  \"><article id=\"post-31881\" class=\"post-31881 post type-post status-publish format-standard has-post-thumbnail hentry category-blogs tag-admin-by-request tag-cybersecurity tag-gunnebo tag-pam tag-privileged-access-management entry has-media\">\n\t<div class=\"blog-list-content\">\n\t\t\t\t<div class=\"post-content-image\">\n\t\t\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/how-gunnebo-strengthened-its-it-security-with-admin-by-request\">\n\t\t\t\t\t<div class=\"blog-featured-image  tp-cst-img-full img\">\n\t<span class=\"thumb-wrap\">\n\t\t<img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"700\" src=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/03\/main-7-700x700.png\" class=\"attachment-tp-image-grid size-tp-image-grid\" alt=\"\" srcset=\"https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/03\/main-7-700x700.png 700w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/03\/main-7-150x150.png 150w, https:\/\/www.adminbyrequest.com\/en\/wp-content\/uploads\/2026\/03\/main-7-600x600.png 600w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>\t<\/span>\n\t<\/div>\n\t\t\t<\/a>\t\t\t\n\t\t<\/div>\n\t\t\t\t<div class=\"post-content-bottom\">\n\t\t\t\t\t\t\t<div class=\"post-meta-info style-1\"><span class=\"meta-date\"><a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/how-gunnebo-strengthened-its-it-security-with-admin-by-request\"><span class=\"entry-date\">March 30, 2026<\/span><\/a><\/span>\n<\/div>\t\t\t\t\t\t<h3 class=\"post-title\">\n\t<a href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/how-gunnebo-strengthened-its-it-security-with-admin-by-request\" class=\"normal\">How Gunnebo Strengthened Its IT Security with Admin By Request<\/a>\n<\/h3>\n\t\t\t<div class=\"post-hover-content\">\n\t\t\t\t<div class=\"entry-content\">\n\t<p>Gunnebo eliminated permanent admin rights across its global operations. A just-in-time model delivered real security gains without impacting productivity.<\/p>\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/article>\n<\/div><\/div><\/div>\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-inner-section elementor-element elementor-element-387dfa0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"387dfa0\" data-element_type=\"section\">\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-inner-column elementor-element elementor-element-4dfc9e8\" data-id=\"4dfc9e8\" data-element_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-1aa428d elementor-widget elementor-widget-spacer\" data-id=\"1aa428d\" data-element_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-21ab8ce elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"21ab8ce\" data-element_type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_mouse&quot;:&quot;yes&quot;}\" 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 elementor-animation-shrink\" href=\"https:\/\/www.adminbyrequest.com\/en\/blogs\/\">\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\">Show Me More<\/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\t<\/div>\n\t\t<\/section>\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Documentation Features &gt; Machine Learning. Documentation Menu Documentation Center Home The Portal Endpoint Privilege Management Secure Remote Access Support Compliance Features Run As Admin Admin Session AI Approval Machine Learning Break Glass \/ LAPS Malware Detection Clean Up Local Admins Device Owner Endpoint MFA\/SSO Support Assist Mobile Application ChatGPT Public API API Overview Auditlog API [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"ppma_author":[9],"class_list":["post-4667","page","type-page","status-publish","hentry","entry","has-media"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.6.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Gunnebo eliminated permanent admin rights across its global operations. 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