CINXE.COM
Blog
<!doctype html><html lang="en"><head> <meta charset="utf-8"> <title>Blog</title> <!-- <link rel="shortcut icon" href="https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Screenshot_2024-03-11_121040-removebg-preview.png" /> --> <link rel="shortcut icon" href="https://blog.pqegroup.com/hubfs/favicon.png"> <meta name="description" content="Stay updated on Life Science through expert insights, industry trends, latest news and more with PQE Group's blog."> <link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css2?family=Poppins:ital,wght@0,100;0,200;0,300;0,400;0,500;0,600;0,700;0,800;0,900;1,100;1,200;1,300;1,400;1,500;1,600;1,700;1,800;1,900&display=swap"> <link href="https://fonts.googleapis.com/css2?family=Open+Sans:ital,wght@0,300;0,400;0,500;0,600;0,700;0,800;1,300;1,400;1,500;1,600;1,700;1,800&display=swap" rel="stylesheet"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta property="og:description" content="Stay updated on Life Science through expert insights, industry trends, latest news and more with PQE Group's blog."> <meta property="og:title" content="Blog"> <meta name="twitter:description" content="Stay updated on Life Science through expert insights, industry trends, latest news and more with PQE Group's blog."> <meta name="twitter:title" content="Blog"> <style> a.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px} </style> <link rel="stylesheet" href="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/49038192990/1624351138819/PQE_Group_June2021/css/layout.min.css"> <link rel="stylesheet" href="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/49037369411/1701753983286/PQE_Group_June2021/css/main.min.css"> <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Lato:wght@300;400;700&display=swap"> <link rel="stylesheet" href="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/49036681996/1677149233589/PQE_Group_June2021/css/theme-overrides.css"> <link rel="stylesheet" href="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/module_assets/66121868697/1677502813032/module_66121868697_search_input.min.css"> <link rel="stylesheet" href="/hs/hsstatic/AsyncSupport/static-1.122/sass/rss_post_listing.css"> <link rel="stylesheet" href="/hs/hsstatic/cos-LanguageSwitcher/static-1.336/sass/LanguageSwitcher.css"> <!-- Added by GoogleAnalytics4 integration --> <script> var _hsp = window._hsp = window._hsp || []; window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} var useGoogleConsentModeV2 = true; var waitForUpdateMillis = 1000; if (!window._hsGoogleConsentRunOnce) { window._hsGoogleConsentRunOnce = true; gtag('consent', 'default', { 'ad_storage': 'denied', 'analytics_storage': 'denied', 'ad_user_data': 'denied', 'ad_personalization': 'denied', 'wait_for_update': waitForUpdateMillis }); if (useGoogleConsentModeV2) { _hsp.push(['useGoogleConsentModeV2']) } else { _hsp.push(['addPrivacyConsentListener', function(consent){ var hasAnalyticsConsent = consent && (consent.allowed || (consent.categories && consent.categories.analytics)); var hasAdsConsent = consent && (consent.allowed || (consent.categories && consent.categories.advertisement)); gtag('consent', 'update', { 'ad_storage': hasAdsConsent ? 'granted' : 'denied', 'analytics_storage': hasAnalyticsConsent ? 'granted' : 'denied', 'ad_user_data': hasAdsConsent ? 'granted' : 'denied', 'ad_personalization': hasAdsConsent ? 'granted' : 'denied' }); }]); } } gtag('js', new Date()); gtag('set', 'developer_id.dZTQ1Zm', true); gtag('config', 'G-S7H7ESJC02'); </script> <script async src="https://www.googletagmanager.com/gtag/js?id=G-S7H7ESJC02"></script> <!-- /Added by GoogleAnalytics4 integration --> <!-- Added by GoogleTagManager integration --> <script> var _hsp = window._hsp = window._hsp || []; window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} var useGoogleConsentModeV2 = true; var waitForUpdateMillis = 1000; var hsLoadGtm = function loadGtm() { if(window._hsGtmLoadOnce) { return; } if (useGoogleConsentModeV2) { gtag('set','developer_id.dZTQ1Zm',true); gtag('consent', 'default', { 'ad_storage': 'denied', 'analytics_storage': 'denied', 'ad_user_data': 'denied', 'ad_personalization': 'denied', 'wait_for_update': waitForUpdateMillis }); _hsp.push(['useGoogleConsentModeV2']) } (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-M95RCBF'); window._hsGtmLoadOnce = true; }; _hsp.push(['addPrivacyConsentListener', function(consent){ if(consent.allowed || (consent.categories && consent.categories.analytics)){ hsLoadGtm(); } }]); </script> <!-- /Added by GoogleTagManager integration --> <!-- Google Tag Manager --> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-M95RCBF');</script> <!-- End Google Tag Manager --> <link rel="next" href="https://blog.pqegroup.com/page/2"> <meta property="og:url" content="https://blog.pqegroup.com"> <meta property="og:type" content="blog"> <meta name="twitter:card" content="summary"> <link rel="alternate" type="application/rss+xml" href="https://blog.pqegroup.com/rss.xml"> <meta name="twitter:domain" content="blog.pqegroup.com"> <script src="//platform.linkedin.com/in.js" type="text/javascript"> lang: en_US </script> <meta http-equiv="content-language" content="en"> <link rel="alternate" hreflang="de" href="https://blog.pqegroup.com/de"> <link rel="alternate" hreflang="en" href="https://blog.pqegroup.com"> <link rel="alternate" hreflang="es-es" href="https://blog.pqegroup.com/es-es"> <link rel="alternate" hreflang="es-mx" href="https://blog.pqegroup.com/es-mx"> <link rel="alternate" hreflang="fr" href="https://blog.pqegroup.com/fr"> <link rel="alternate" hreflang="he" href="https://blog.pqegroup.com/he"> <link rel="alternate" hreflang="it" href="https://blog.pqegroup.com/it"> <link rel="alternate" hreflang="ja" href="https://blog.pqegroup.com/ja"> <link rel="alternate" hreflang="pl" href="https://blog.pqegroup.com/pl"> <link rel="alternate" hreflang="pt-br" href="https://blog.pqegroup.com/pt-br"> <link rel="alternate" hreflang="ru" href="https://blog.pqegroup.com/ru"> <link rel="alternate" hreflang="zh-cn" href="https://blog.pqegroup.com/zh-cn"> <!--<script src="https://cdn.jsdelivr.net/npm/locomotive-scroll@3.5.4/dist/locomotive-scroll.min.js"></script>--> <script src="https://use.fontawesome.com/8396afb745.js" type="text/javascript"></script> <meta name="generator" content="HubSpot"></head> <body> <!-- Added by GoogleTagManager integration --> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-M95RCBF" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <!-- /Added by GoogleTagManager integration --> <div class="body-wrapper hs-content-id-55369057631 hs-blog-listing hs-blog-id-55369057630" data-scroll-container> <div data-global-resource-path="PQE_Group_June2021/templates/partials/header-v2.html"> <header class="header new"> <div class="header-wrapp"> <div class="header-inner"> <div class="header-row"> <div class="header-logo" data-margin-top="31px" data-margin-bottom="31px" data-margin-left="0px" data-margin-right="0px"> <div id="hs_cos_wrapper_header_logo" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-logo" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_header_logo_hs_logo_widget" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_logo" style="" data-hs-cos-general-type="widget" data-hs-cos-type="logo"><a href="https://www2.pqegroup.com" id="hs-link-header_logo_hs_logo_widget" style="border-width:0px;border:0px;"><img src="https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=2000&height=721&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png" class="hs-image-widget " height="721" style="height: auto;width:2000px;border-width:0px;border:0px;" width="2000" alt="Logo PQE Group - azzurro - 2024" title="Logo PQE Group - azzurro - 2024" srcset="https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=1000&height=361&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 1000w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=2000&height=721&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 2000w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=3000&height=1082&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 3000w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=4000&height=1442&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 4000w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=5000&height=1803&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 5000w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20PQE%20Group%20-%20azzurro%20-%202024.png?width=6000&height=2163&name=Logo%20PQE%20Group%20-%20azzurro%20-%202024.png 6000w" sizes="(max-width: 2000px) 100vw, 2000px"></a></span> </div> <!-- standard logo --> </div> <nav class="header-main-menu"> <nav class="header-menu custom-menu-primary-new 123"> <div class="main-menu-item en-header"> <span id="hs_cos_wrapper_my_menu_en" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_my_menu_en" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="Default" data-menu-id="66119962129" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www2.pqegroup.com/" role="menuitem">Home</a></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www2.pqegroup.com/industry/" aria-haspopup="true" aria-expanded="false" role="menuitem">Industry</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/pharma-api/" role="menuitem">Pharma & API</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/medical-device/" role="menuitem">Medical Device</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/biotech/" role="menuitem">Biotech</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/startup/" role="menuitem">Startup</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/veterinary/" role="menuitem">Veterinary</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www2.pqegroup.com/services/" aria-haspopup="true" aria-expanded="false" role="menuitem">Services</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/data-integrity/" role="menuitem">Data Integrity</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/digital-governance/" role="menuitem">Digital Governance</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/engineering-construction/" role="menuitem">Engineering & Construction</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/commissioning-qualification/" role="menuitem">Commissioning & Qualification</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/quality-compliance/" role="menuitem">Quality Compliance</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/laboratory-excellence/" role="menuitem">Laboratory Excellence</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/regulatory-affairs/" role="menuitem">Regulatory Affairs</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/audits/" role="menuitem">Audits</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/training/" role="menuitem">Training</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/clinical-research-services/" role="menuitem">Clinical Research</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/pharmacovigilance/" role="menuitem">Pharmacovigilance</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="javascript:;" aria-haspopup="true" aria-expanded="false" role="menuitem">About</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/about/" role="menuitem">About Us</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/about/csr/" role="menuitem">Corporate Social Responsibility</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/femtech/" role="menuitem">FemTech</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="javascript:;" aria-haspopup="true" aria-expanded="false" role="menuitem">Resources</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/news/" role="menuitem">News & Press</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/webinars/" role="menuitem">Webinars</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://blog.pqegroup.com/" role="menuitem">Blog</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www2.pqegroup.com/careers/" role="menuitem">Careers</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www2.pqegroup.com/contact-us/" role="menuitem">Contact Us</a></li> </ul> </div></span> </div> </nav> <div class="mobile-menu-search" style="display: none;"> <div id="hs_cos_wrapper_module_16446813874723" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <div class="hs-search-field"> <div class="hs-search-field__bar"> <form data-hs-do-not-collect="true" action="/hs-search-results"> <input type="text" class="hs-search-field__input" name="term" autocomplete="off" aria-label="Search" placeholder="Search"> <input type="hidden" name="type" value="SITE_PAGE"> <input type="hidden" name="type" value="BLOG_POST"> <input type="hidden" name="type" value="LISTING_PAGE"> </form> </div> <ul class="hs-search-field__suggestions"></ul> </div></div> </div> </nav> </div> </div> </div> </header></div> <div class="page-center listing-wrapper"> <div class="listing-left"> <div class="pathway-nav"> <!-- <a href="https://www2.pqegroup.com/">Home</a> <a href="https://blog.pqegroup.com/"><span></span>Blog</a> --> <div id="hs_cos_wrapper_homepage_breadcrumbs" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><a href="https://www2.pqegroup.com/">Home</a> <a href="https://blog.pqegroup.com/">Blog</a></div> </div> <div class="listing-title-wrap"> <div class="listin-title"> <h1> <!-- <span class="title"><b>Latest Insights</b></span> --> <div id="hs_cos_wrapper_module_blog_title" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span class="title"><b>Latest Insights</b></span></div> </h1> </div> </div> <div class="listing-post-wrap"> <div class="featured-post listing-post"> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/pharmacovigilance/2023-phv-iwg-annual-report-key-changes"> <div class="category-container"> <div class="tag pharmacovigilance" href="https://blog.pqegroup.com/tag/pharmacovigilance">Pharmacovigilance</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/EMA%20Annual%20Report_Banner.jpg"> </a> </div> <div class="article__text"> <div class="article__date">26 Nov 2024</div> <a href="https://blog.pqegroup.com/pharmacovigilance/2023-phv-iwg-annual-report-key-changes"> <h2 class="article__title">2023 PhV IWG Annual Report: Key Changes</h2> <p class="article__excerpt">Discover key changes in EU PHV for 2023, including stricter regulations, digital tools, and compliance updates for human and veterinary medicine.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/pharmacovigilance/2023-phv-iwg-annual-report-key-changes&title=2023%20PhV%20IWG%20Annual%20Report:%20Key%20Changes&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/EMA%20Annual%20Report_Banner.jpg&description=Discover%20key%20changes%20in%20EU%20PHV%20for%202023,%20including%20stricter%20regulations,%20digital%20tools,%20and%20compliance%20updates%20for%20human%20and%20veterinary%20medicine." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/pharmacovigilance/2023-phv-iwg-annual-report-key-changes&title=2023%20PhV%20IWG%20Annual%20Report:%20Key%20Changes&summary=Discover%20key%20changes%20in%20EU%20PHV%20for%202023,%20including%20stricter%20regulations,%20digital%20tools,%20and%20compliance%20updates%20for%20human%20and%20veterinary%20medicine." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=2023%20PhV%20IWG%20Annual%20Report:%20Key%20Changes&url=https://blog.pqegroup.com/pharmacovigilance/2023-phv-iwg-annual-report-key-changes" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/csv-data-integrity/mastering-computerised-system-validation-an-in-depth-review-of-eu-gmp-annex-11"> <div class="category-container"> <div class="tag csv___data_integrity" href="https://blog.pqegroup.com/tag/csv-data-integrity">CSV & Data Integrity</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Mastering%20CSV_Annex%2011_Banner-1.jpg"> </a> </div> <div class="article__text"> <div class="article__date">25 Nov 2024</div> <a href="https://blog.pqegroup.com/csv-data-integrity/mastering-computerised-system-validation-an-in-depth-review-of-eu-gmp-annex-11"> <h2 class="article__title">Mastering Computerised System Validation: An In-Depth Review of EU GMP Annex 11</h2> <p class="article__excerpt">Discover how the increased use of computerized systems and new technologies like AI and Machine Learning are reshaping Computerized System Validation.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/csv-data-integrity/mastering-computerised-system-validation-an-in-depth-review-of-eu-gmp-annex-11&title=Mastering%20Computerised%20System%20Validation:%20An%20In-Depth%20Review%20of%20EU%20GMP%20Annex%2011&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Mastering%20CSV_Annex%2011_Banner-1.jpg&description=Discover%20how%20the%20increased%20use%20of%20computerized%20systems%20and%20new%20technologies%20like%20AI%20and%20Machine%20Learning%20are%20reshaping%20Computerized%20System%20Validation." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/csv-data-integrity/mastering-computerised-system-validation-an-in-depth-review-of-eu-gmp-annex-11&title=Mastering%20Computerised%20System%20Validation:%20An%20In-Depth%20Review%20of%20EU%20GMP%20Annex%2011&summary=Discover%20how%20the%20increased%20use%20of%20computerized%20systems%20and%20new%20technologies%20like%20AI%20and%20Machine%20Learning%20are%20reshaping%20Computerized%20System%20Validation." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Mastering%20Computerised%20System%20Validation:%20An%20In-Depth%20Review%20of%20EU%20GMP%20Annex%2011&url=https://blog.pqegroup.com/csv-data-integrity/mastering-computerised-system-validation-an-in-depth-review-of-eu-gmp-annex-11" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/medical-cannabis/safety-risks-in-unregulated-cannabis-production"> <div class="category-container"> <div class="tag medical_cannabis" href="https://blog.pqegroup.com/tag/medical-cannabis">Medical Cannabis</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Safety%20Risks_Site%20PQE.jpg"> </a> </div> <div class="article__text"> <div class="article__date">21 Nov 2024</div> <a href="https://blog.pqegroup.com/medical-cannabis/safety-risks-in-unregulated-cannabis-production"> <h2 class="article__title">Safety Risks in Unregulated Cannabis Production</h2> <p class="article__excerpt">Explore the health risks of contaminated cannabis and the need for strict quality controls to ensure consumer safety.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/medical-cannabis/safety-risks-in-unregulated-cannabis-production&title=Safety%20Risks%20in%20Unregulated%20Cannabis%20Production&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Safety%20Risks_Site%20PQE.jpg&description=Explore%20the%20health%20risks%20of%20contaminated%20cannabis%20and%20the%20need%20for%20strict%20quality%20controls%20to%20ensure%20consumer%20safety." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/medical-cannabis/safety-risks-in-unregulated-cannabis-production&title=Safety%20Risks%20in%20Unregulated%20Cannabis%20Production&summary=Explore%20the%20health%20risks%20of%20contaminated%20cannabis%20and%20the%20need%20for%20strict%20quality%20controls%20to%20ensure%20consumer%20safety." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Safety%20Risks%20in%20Unregulated%20Cannabis%20Production&url=https://blog.pqegroup.com/medical-cannabis/safety-risks-in-unregulated-cannabis-production" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/medical-cannabis/how-many-medical-cannabis-patients-do-you-have-to-manage-in-terms-of-numbers-and-how-many-of-their-needs-can-you-satisfy"> <div class="category-container"> <div class="tag medical_cannabis" href="https://blog.pqegroup.com/tag/medical-cannabis">Medical Cannabis</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/PQE%20The%20expert%20Voice-Pharmacy-%20Quest_10-11.jpg"> </a> </div> <div class="article__text"> <div class="article__date">24 Oct 2024</div> <a href="https://blog.pqegroup.com/medical-cannabis/how-many-medical-cannabis-patients-do-you-have-to-manage-in-terms-of-numbers-and-how-many-of-their-needs-can-you-satisfy"> <h2 class="article__title">How many medical cannabis patients do you have to manage in terms of numbers and how many of their needs can you satisfy?</h2> <p class="article__excerpt">Our team works closely with doctors and engages with patients daily, offering guidance on therapy use and managing drug interactions</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/medical-cannabis/how-many-medical-cannabis-patients-do-you-have-to-manage-in-terms-of-numbers-and-how-many-of-their-needs-can-you-satisfy&title=How%20many%20medical%20cannabis%20patients%20do%20you%20have%20to%20manage%20in%20terms%20of%20numbers%20and%20how%20many%20of%20their%20needs%20can%20you%20satisfy?&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/PQE%20The%20expert%20Voice-Pharmacy-%20Quest_10-11.jpg&description=Our%20team%20works%20closely%20with%20doctors%20and%20engages%20with%20patients%20daily,%20offering%20guidance%20on%20therapy%20use%20and%20managing%20drug%20interactions" title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/medical-cannabis/how-many-medical-cannabis-patients-do-you-have-to-manage-in-terms-of-numbers-and-how-many-of-their-needs-can-you-satisfy&title=How%20many%20medical%20cannabis%20patients%20do%20you%20have%20to%20manage%20in%20terms%20of%20numbers%20and%20how%20many%20of%20their%20needs%20can%20you%20satisfy?&summary=Our%20team%20works%20closely%20with%20doctors%20and%20engages%20with%20patients%20daily,%20offering%20guidance%20on%20therapy%20use%20and%20managing%20drug%20interactions" target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=How%20many%20medical%20cannabis%20patients%20do%20you%20have%20to%20manage%20in%20terms%20of%20numbers%20and%20how%20many%20of%20their%20needs%20can%20you%20satisfy?&url=https://blog.pqegroup.com/medical-cannabis/how-many-medical-cannabis-patients-do-you-have-to-manage-in-terms-of-numbers-and-how-many-of-their-needs-can-you-satisfy" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/regulatory-affairs-farmacovigilancia/medicines-in-europe-registration-lifecycle-management-and-extension"> <div class="category-container"> <div class="tag regulatory_affairs" href="https://blog.pqegroup.com/tag/regulatory-affairs">Regulatory Affairs</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Medicines%20in%20Europe_Banner_1.jpg"> </a> </div> <div class="article__text"> <div class="article__date">23 Oct 2024</div> <a href="https://blog.pqegroup.com/regulatory-affairs-farmacovigilancia/medicines-in-europe-registration-lifecycle-management-and-extension"> <h2 class="article__title">Medicines in Europe: Registration, lifecycle Management and Extension</h2> <p class="article__excerpt">Medicines in Europe need Marketing Authorization and ongoing safety monitoring to ensure compliance and patient safety.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/regulatory-affairs-farmacovigilancia/medicines-in-europe-registration-lifecycle-management-and-extension&title=Medicines%20in%20Europe:%20Registration,%20lifecycle%20Management%20and%20Extension&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Medicines%20in%20Europe_Banner_1.jpg&description=Medicines%20in%20Europe%20need%20Marketing%20Authorization%20and%20ongoing%20safety%20monitoring%20to%20ensure%20compliance%20and%20patient%20safety." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/regulatory-affairs-farmacovigilancia/medicines-in-europe-registration-lifecycle-management-and-extension&title=Medicines%20in%20Europe:%20Registration,%20lifecycle%20Management%20and%20Extension&summary=Medicines%20in%20Europe%20need%20Marketing%20Authorization%20and%20ongoing%20safety%20monitoring%20to%20ensure%20compliance%20and%20patient%20safety." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Medicines%20in%20Europe:%20Registration,%20lifecycle%20Management%20and%20Extension&url=https://blog.pqegroup.com/regulatory-affairs-farmacovigilancia/medicines-in-europe-registration-lifecycle-management-and-extension" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/medical-cannabis/seed-to-solution-our-engineering-approach-for-your-cannabis-project"> <div class="category-container"> <div class="tag medical_cannabis" href="https://blog.pqegroup.com/tag/medical-cannabis">Medical Cannabis</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Seeds%20to%20Solution_Site%20PQE_1.jpg"> </a> </div> <div class="article__text"> <div class="article__date">17 Oct 2024</div> <a href="https://blog.pqegroup.com/medical-cannabis/seed-to-solution-our-engineering-approach-for-your-cannabis-project"> <h2 class="article__title">Seed to Solution: Our engineering approach for your cannabis project</h2> <p class="article__excerpt">From facility design to regulatory compliance, PQE Group delivers expert solutions for medical cannabis projects. Optimize operations and reduce costs</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/medical-cannabis/seed-to-solution-our-engineering-approach-for-your-cannabis-project&title=Seed%20to%20Solution:%20Our%20engineering%20approach%20for%20your%20cannabis%20project&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Seeds%20to%20Solution_Site%20PQE_1.jpg&description=From%20facility%20design%20to%20regulatory%20compliance,%20PQE%20Group%20delivers%20expert%20solutions%20for%20medical%20cannabis%20projects.%20Optimize%20operations%20and%20reduce%20costs" title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/medical-cannabis/seed-to-solution-our-engineering-approach-for-your-cannabis-project&title=Seed%20to%20Solution:%20Our%20engineering%20approach%20for%20your%20cannabis%20project&summary=From%20facility%20design%20to%20regulatory%20compliance,%20PQE%20Group%20delivers%20expert%20solutions%20for%20medical%20cannabis%20projects.%20Optimize%20operations%20and%20reduce%20costs" target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Seed%20to%20Solution:%20Our%20engineering%20approach%20for%20your%20cannabis%20project&url=https://blog.pqegroup.com/medical-cannabis/seed-to-solution-our-engineering-approach-for-your-cannabis-project" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/medical-cannabis/what-are-the-main-differences-between-different-products-in-terms-of-quality"> <div class="category-container"> <div class="tag medical_cannabis" href="https://blog.pqegroup.com/tag/medical-cannabis">Medical Cannabis</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/PQE%20The%20expert%20Voice-Pharmacy-%20Quest_9.jpg"> </a> </div> <div class="article__text"> <div class="article__date">30 Sep 2024</div> <a href="https://blog.pqegroup.com/medical-cannabis/what-are-the-main-differences-between-different-products-in-terms-of-quality"> <h2 class="article__title">What are the main differences between different products in terms of quality?</h2> <p class="article__excerpt">While cannabis quality remains consistent, active ingredient concentrations like THC and CBD vary. Pharmaceutical-grade cannabis flowers must meet.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/medical-cannabis/what-are-the-main-differences-between-different-products-in-terms-of-quality&title=What%20are%20the%20main%20differences%20between%20different%20products%20in%20terms%20of%20quality?&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/PQE%20The%20expert%20Voice-Pharmacy-%20Quest_9.jpg&description=While%20cannabis%20quality%20remains%20consistent,%20active%20ingredient%20concentrations%20like%20THC%20and%20CBD%20vary.%20Pharmaceutical-grade%20cannabis%20flowers%20must%20meet%20GMP%20standards." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/medical-cannabis/what-are-the-main-differences-between-different-products-in-terms-of-quality&title=What%20are%20the%20main%20differences%20between%20different%20products%20in%20terms%20of%20quality?&summary=While%20cannabis%20quality%20remains%20consistent,%20active%20ingredient%20concentrations%20like%20THC%20and%20CBD%20vary.%20Pharmaceutical-grade%20cannabis%20flowers%20must%20meet%20GMP%20standards." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=What%20are%20the%20main%20differences%20between%20different%20products%20in%20terms%20of%20quality?&url=https://blog.pqegroup.com/medical-cannabis/what-are-the-main-differences-between-different-products-in-terms-of-quality" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/quality-by-design/connecting-two-novel-concepts-critical-thinking-quality-by-design"> <div class="category-container"> <div class="tag quality_by_design" href="https://blog.pqegroup.com/tag/quality-by-design">Quality by Design</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Critical%20Thinking%20%26%20QbD_Site%20Banner_1-2.jpg"> </a> </div> <div class="article__text"> <div class="article__date">09 Sep 2024</div> <a href="https://blog.pqegroup.com/quality-by-design/connecting-two-novel-concepts-critical-thinking-quality-by-design"> <h2 class="article__title">Connecting Two Novel Concepts: Critical Thinking & Quality by Design</h2> <p class="article__excerpt">Explore the synergy between Critical Thinking & Quality by Design in improving processes, reducing risks, and enhancing product quality.</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/quality-by-design/connecting-two-novel-concepts-critical-thinking-quality-by-design&title=Connecting%20Two%20Novel%20Concepts:%20Critical%20Thinking%20&%20Quality%20by%20Design&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Critical%20Thinking%20&%20QbD_Site%20Banner_1-2.jpg&description=Explore%20the%20synergy%20between%20Critical%20Thinking%20&%20Quality%20by%20Design%20in%20improving%20processes,%20reducing%20risks,%20and%20enhancing%20product%20quality." title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/quality-by-design/connecting-two-novel-concepts-critical-thinking-quality-by-design&title=Connecting%20Two%20Novel%20Concepts:%20Critical%20Thinking%20&%20Quality%20by%20Design&summary=Explore%20the%20synergy%20between%20Critical%20Thinking%20&%20Quality%20by%20Design%20in%20improving%20processes,%20reducing%20risks,%20and%20enhancing%20product%20quality." target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Connecting%20Two%20Novel%20Concepts:%20Critical%20Thinking%20&%20Quality%20by%20Design&url=https://blog.pqegroup.com/quality-by-design/connecting-two-novel-concepts-critical-thinking-quality-by-design" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/cybersecurity/decoding-ai-its-role-in-the-ever-evolving-world-of-pharm"> <div class="category-container"> <div class="tag artificial_intelligence" href="https://blog.pqegroup.com/tag/artificial-intelligence">Artificial Intelligence</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/Decoding%20AI%20%26%20its%20Role_Site%20Banner.jpg"> </a> </div> <div class="article__text"> <div class="article__date">04 Sep 2024</div> <a href="https://blog.pqegroup.com/cybersecurity/decoding-ai-its-role-in-the-ever-evolving-world-of-pharm"> <h2 class="article__title">Decoding AI & its role in the ever-evolving world of Pharm</h2> <p class="article__excerpt">Discover the evolution of AI in the pharmaceutical industry and its impact on innovation and efficiency. Explore the role of AI, Machine Learning</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/cybersecurity/decoding-ai-its-role-in-the-ever-evolving-world-of-pharm&title=Decoding%20AI%20&%20its role%20in%20the%20ever-evolving%20world%20of%20Pharm&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/Decoding%20AI%20&%20its%20Role_Site%20Banner.jpg&description=Discover%20the%20evolution%20of%20AI%20in%20the%20pharmaceutical%20industry%20and%20its%20impact%20on%20innovation%20and%20efficiency.%20Explore%20the%20role%20of%20AI,%20Machine%20Learning" title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/cybersecurity/decoding-ai-its-role-in-the-ever-evolving-world-of-pharm&title=Decoding%20AI%20&%20its role%20in%20the%20ever-evolving%20world%20of%20Pharm&summary=Discover%20the%20evolution%20of%20AI%20in%20the%20pharmaceutical%20industry%20and%20its%20impact%20on%20innovation%20and%20efficiency.%20Explore%20the%20role%20of%20AI,%20Machine%20Learning" target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=Decoding%20AI%20&%20its role%20in%20the%20ever-evolving%20world%20of%20Pharm&url=https://blog.pqegroup.com/cybersecurity/decoding-ai-its-role-in-the-ever-evolving-world-of-pharm" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> <div class="listing-post"> <div class="article"> <div class="article__thumbnail "> <a href="https://blog.pqegroup.com/gxp-compliance/how-to-use-artificial-intelligence-efficiently-and-safely-in-your-organization"> <div class="category-container"> <div class="tag artificial_intelligence" href="https://blog.pqegroup.com/tag/artificial-intelligence">Artificial Intelligence</div> </div> <img class="featured-post-image" src="https://blog.pqegroup.com/hubfs/How%20to%20Use%20Artificial%20Intelligence%20Efficiently%20and%20Safely%20in%20Your%20Organization%20_1-1.jpg"> </a> </div> <div class="article__text"> <div class="article__date">30 Aug 2024</div> <a href="https://blog.pqegroup.com/gxp-compliance/how-to-use-artificial-intelligence-efficiently-and-safely-in-your-organization"> <h2 class="article__title">How to Use Artificial Intelligence Efficiently and Safely in Your Organization</h2> <p class="article__excerpt">Explore how to efficiently and safely use Artificial Intelligence in your organization with insights on data complexity and protection</p> </a> <div class="social-sharing-icon-list"> <a href="https://www.facebook.com/sharer/sharer.php?u=https://blog.pqegroup.com/gxp-compliance/how-to-use-artificial-intelligence-efficiently-and-safely-in-your-organization&title=How%20to%20Use%20Artificial%20Intelligence%20Efficiently%20and%20Safely%20in%20Your%20Organization&picture=https://19575960.fs1.hubspotusercontent-na1.net/hubfs/19575960/How%20to%20Use%20Artificial%20Intelligence%20Efficiently%20and%20Safely%20in%20Your%20Organization%20_1-1.jpg&description=Explore%20how%20to%20efficiently%20and%20safely%20use%20Artificial%20Intelligence%20in%20your%20organization%20with%20insights%20on%20data%20complexity%20and%20protection" title="Share on Facebook" target="_blank" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="facebook"><i class="fa fa-facebook"></i></a> <a href="http://www.linkedin.com/shareArticle?mini=true&url=https://blog.pqegroup.com/gxp-compliance/how-to-use-artificial-intelligence-efficiently-and-safely-in-your-organization&title=How%20to%20Use%20Artificial%20Intelligence%20Efficiently%20and%20Safely%20in%20Your%20Organization&summary=Explore%20how%20to%20efficiently%20and%20safely%20use%20Artificial%20Intelligence%20in%20your%20organization%20with%20insights%20on%20data%20complexity%20and%20protection" target="_blank" title="Share on LinkedIn" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="linkedin"><i class="fa fa-linkedin"></i></a> <a href="https://twitter.com/intent/tweet?text=How%20to%20Use%20Artificial%20Intelligence%20Efficiently%20and%20Safely%20in%20Your%20Organization&url=https://blog.pqegroup.com/gxp-compliance/how-to-use-artificial-intelligence-efficiently-and-safely-in-your-organization" target="_blank" title="Tweet" onclick="return !window.open(this.href, 'Facebook', 'width=600,height=500')" class="twitter"> <!--<i class="fa fa-twitter"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-1.png" style="width: 13px" alt="twitter"> </a> </div> </div> </div> </div> </div> <div class="blog-pagination"> <!-- <a class="next-posts-link load-more" data-c="1" data-t="24" href="https://blog.pqegroup.com/page/2"><span> Load More </span></a> --> <div id="hs_cos_wrapper_module_load_more" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><a class="next-posts-link load-more" data-c="1" data-t="24" href="https://blog.pqegroup.com/page/2"><span> Load More </span></a></div> </div> </div> <div class="listing-spacer"></div> <div class="listing-right"> <div id="hs_cos_wrapper_module_search_input" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <div class="hs-search-field"> <div class="hs-search-field__bar"> <form data-hs-do-not-collect="true" action="/hs-search-results"> <input type="text" class="hs-search-field__input" name="term" autocomplete="off" aria-label="Search" placeholder="Search"> <input type="hidden" name="type" value="SITE_PAGE"> <input type="hidden" name="type" value="BLOG_POST"> <input type="hidden" name="type" value="LISTING_PAGE"> </form> </div> <ul class="hs-search-field__suggestions"></ul> </div></div> <div id="hs_cos_wrapper_module_post_category" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-post_filter" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_module_post_category_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_post_filter" style="" data-hs-cos-general-type="widget" data-hs-cos-type="post_filter"><div class="block"> <h3>Categories</h3> <div class="widget-module"> <ul> <li> <a href="https://blog.pqegroup.com/tag/annex-1">Annex 1 <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li> <a href="https://blog.pqegroup.com/tag/artificial-intelligence">Artificial Intelligence <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li> <a href="https://blog.pqegroup.com/tag/audits">Audits <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li> <a href="https://blog.pqegroup.com/tag/clinical-studies">Clinical Studies <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li> <a href="https://blog.pqegroup.com/tag/commissioning-qualification">Commissioning & Qualification <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/csv-data-integrity">CSV & Data Integrity <span class="filter-link-count" dir="ltr">(14)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/cybersecurity">Cybersecurity <span class="filter-link-count" dir="ltr">(18)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/engineering">Engineering <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/femtech">FemTech <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/gxp-compliance">GxP Compliance <span class="filter-link-count" dir="ltr">(33)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/it-operations">IT Operations <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/laboratory">Laboratory <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/medical-cannabis">Medical Cannabis <span class="filter-link-count" dir="ltr">(44)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/medical-device">Medical Device <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/next-generation-products">Next Generation Products <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/pharmacovigilance">Pharmacovigilance <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/quality-by-design">Quality by Design <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/regulatory-affairs">Regulatory Affairs <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/startup">Startup <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/training">Training <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://blog.pqegroup.com/tag/veterinary">Veterinary <span class="filter-link-count" dir="ltr">(1)</span></a> </li> </ul> <a class="filter-expand-link" href="#">See all</a> </div> </div> </span></div> <div id="hs_cos_wrapper_module_post_listing" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-post_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_module_post_listing_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_post_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="post_listing"><div class="block"> <h3>Recent Posts</h3> <div class="widget-module"> <ul class="hs-hash-1452157480-1732637080796"> </ul> </div> </div> </span></div> <div class="blog__instagram"> <h3 class="fz-24"> <!--<a href="https://www.linkedin.com/company/pqe-group/" title="Follow PQE Group on LinkedIn" class="black-text external-link"> LinkedIn </a> --> <div id="hs_cos_wrapper_module_linkedin" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><a href="https://www.linkedin.com/company/pqe-group/" title="Follow PQE Group on LinkedIn" class="black-text external-link"> Linkedin </a></div> </h3> </div> </div> </div> <div data-global-resource-path="PQE_Group_June2021/templates/partials/footer-v2.html"><footer class="footer"> <div class="footer-top-block"> <div class="page-center"> <div class="logo-block"> <div id="hs_cos_wrapper_footer_logo" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><img src="https://blog.pqegroup.com/hubfs/new%20PQE%20logo%20white%20tagline.png" alt="new PQE logo white tagline"> <p></p><div data-id="d57ec0b" data-element_type="widget" data-widget_type="text-editor.default"> <div data-id="d57ec0b" data-element_type="widget" data-widget_type="text-editor.default"> <div> <p>ISO 9001 Certified compliance services provider since 1998.</p> </div> </div> </div> <p style="line-height: 2;"> </p> <p style="line-height: 2;"><img src="https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=125&name=Logo%20ISO%209001.png" alt="Logo ISO 9001" width="125" loading="lazy" style="width: 125px;" srcset="https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=63&name=Logo%20ISO%209001.png 63w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=125&name=Logo%20ISO%209001.png 125w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=188&name=Logo%20ISO%209001.png 188w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=250&name=Logo%20ISO%209001.png 250w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=313&name=Logo%20ISO%209001.png 313w, https://blog.pqegroup.com/hs-fs/hubfs/Logo%20ISO%209001.png?width=375&name=Logo%20ISO%209001.png 375w" sizes="(max-width: 125px) 100vw, 125px"></p> <p> </p><p></p></div> </div> <div class="footer-links-block"> <div id="hs_cos_wrapper_footer_menu1" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_footer_menu1_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_footer_menu1_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="66206275656" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="javascript:;" aria-haspopup="true" aria-expanded="false" role="menuitem">Discover PQE</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/careers/" role="menuitem"> Work with PQE</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/contact-us/#locations" role="menuitem"> Locations</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/about/" role="menuitem"> About</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://blog.pqegroup.com/" role="menuitem">Blog</a></li> </ul></li> </ul> </div></span></div> </div> <div class="footer-links-block"> <div id="hs_cos_wrapper_footer_menu2" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_footer_menu2_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_footer_menu2_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="66206275849" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="javascript:;" aria-haspopup="true" aria-expanded="false" role="menuitem">Useful Links</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/privacy-notice/" role="menuitem"> Privacy Notice</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/cookie-policy/" role="menuitem"> Cookie Policy</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/model-of-organization/" role="menuitem">Model of Organization</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www2.pqegroup.com/ethical-code/" role="menuitem"> Ethical Code</a></li> </ul></li> </ul> </div></span></div> </div> <div class="footer-language-block"> <div class="language-block-inner"> <div class="current-language"> <span>English</span> </div> <div class="language-list" style="display:none"> </div> <div id="hs_cos_wrapper_module_16452073371901" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-language_switcher" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_module_16452073371901_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_language_switcher" style="" data-hs-cos-general-type="widget" data-hs-cos-type="language_switcher"><div class="lang_switcher_class"> <div class="globe_class" onclick=""> <ul class="lang_list_class"> <li> <a class="lang_switcher_link" data-language="en" lang="en" href="https://blog.pqegroup.com">English</a> </li> <li> <a class="lang_switcher_link" data-language="de" lang="de" href="https://blog.pqegroup.com/de">Deutsch</a> </li> <li> <a class="lang_switcher_link" data-language="es-es" lang="es-es" href="https://blog.pqegroup.com/es-es">Español - España</a> </li> <li> <a class="lang_switcher_link" data-language="es-mx" lang="es-mx" href="https://blog.pqegroup.com/es-mx">Español - México</a> </li> <li> <a class="lang_switcher_link" data-language="fr" lang="fr" href="https://blog.pqegroup.com/fr">Français</a> </li> <li> <a class="lang_switcher_link" data-language="it" lang="it" href="https://blog.pqegroup.com/it">Italiano</a> </li> <li> <a class="lang_switcher_link" data-language="pl" lang="pl" href="https://blog.pqegroup.com/pl">Polski</a> </li> <li> <a class="lang_switcher_link" data-language="pt-br" lang="pt-br" href="https://blog.pqegroup.com/pt-br">Português - Brasil</a> </li> <li> <a class="lang_switcher_link" data-language="ru" lang="ru" href="https://blog.pqegroup.com/ru">Русский</a> </li> <li> <a class="lang_switcher_link" data-language="he" lang="he" href="https://blog.pqegroup.com/he">עברית</a> </li> <li> <a class="lang_switcher_link" data-language="ja" lang="ja" href="https://blog.pqegroup.com/ja">日本語</a> </li> <li> <a class="lang_switcher_link" data-language="zh-cn" lang="zh-cn" href="https://blog.pqegroup.com/zh-cn">简体中文</a> </li> </ul> </div> </div></span></div> </div> <div class="fusion-form-field fusion-form-select-field fusion-form-label-above" data-form-id="64"><label for="change_language"> <span id="hs_cos_wrapper_simple_text_field_language" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="text">CHANGE LANGUAGE</span></label> </div> </div> </div> </div> <div class="footer-bottom-copyright"> <div class="page-center"> <div class="footer-copyright-text"> <div> <span id="hs_cos_wrapper_simple_text_field_copyright" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="text">Copyright <b>2024</b> | Proudly powered by <b>PQE Group Creative Team</b></span> </div> <div class="footer-social-block"> <div class="social-networks-wrapper"> <a class="social-link" href="https://www.linkedin.com/company/pqe-group"> <i class="fa fa-linkedin" aria-hidden="true"></i> <span class="screen-reader-text">LinkedIn</span></a> <a class="social-link" href="https://twitter.com/PQEGroup"> <!-- <i class="fa fa-twitter" aria-hidden="true"></i> --> <img src="https://blog.pqegroup.com/hubfs/twitter-w.png" alt="twitter" style="width:13px"> <span class="screen-reader-text">Twitter</span></a> <a class="social-link" href="https://www.facebook.com/PQEGroup/"> <i class="fa fa-facebook" aria-hidden="true"></i> <span class="screen-reader-text">Facebook</span></a> <a class="social-link" href="https://www.instagram.com/lifeatpqe"> <i class="fa fa-instagram" aria-hidden="true"></i> <span class="screen-reader-text">Instagram</span></a> <a class="social-link" href="https://www.youtube.com/c/PQEGroup"> <i class="fa fa-youtube-play" aria-hidden="true"></i> <span class="screen-reader-text">YouTube</span></a> <a class="social-link" href="https://www.xing.com/pages/pqegroup"> <i class="fa fa-xing-square" aria-hidden="true"></i> <span class="screen-reader-text">Xing</span></a> </div> </div> </div> </div> </div> </footer></div> </div> <script src="/hs/hsstatic/jquery-libs/static-1.1/jquery/jquery-1.7.1.js"></script> <script>hsjQuery = window['jQuery'];</script> <!-- HubSpot performance collection script --> <script defer src="/hs/hsstatic/content-cwv-embed/static-1.1293/embed.js"></script> <script src="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/49037899275/1645542375224/PQE_Group_June2021/js/main.min.js"></script> <script src="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/49219253660/1624351140761/PQE_Group_June2021/js/loadmore.min.js"></script> <script src="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/template_assets/66858164408/1645540983720/PQE_Group_June2021/js/sticky-kit-script.min.js"></script> <script> var hsVars = hsVars || {}; hsVars['language'] = 'en'; </script> <script src="/hs/hsstatic/cos-i18n/static-1.53/bundles/project.js"></script> <script src="/hs/hsstatic/keyboard-accessible-menu-flyouts/static-1.17/bundles/project.js"></script> <script src="https://blog.pqegroup.com/hs-fs/hub/19575960/hub_generated/module_assets/66121868697/1677502812059/module_66121868697_search_input.min.js"></script> <script src="/hs/hsstatic/AsyncSupport/static-1.122/js/post_listing_asset.js"></script> <script> function hsOnReadyPopulateListingFeed_1452157480_1732637080796() { var options = { 'id': "1452157480-1732637080796", 'listing_url': "/_hcms/postlisting?blogId=55369057630&maxLinks=5&listingType=popular_all_time&orderByViews=true&hs-expires=1764173080&hs-version=2&hs-signature=AJ2IBuEphr1ZcmwDy0mXl4L3zun_1XcPhQ", 'include_featured_image': false }; window.hsPopulateListingFeed(options); } if (document.readyState === "complete" || (document.readyState !== "loading" && !document.documentElement.doScroll) ) { hsOnReadyPopulateListingFeed_1452157480_1732637080796(); } else { document.addEventListener("DOMContentLoaded", hsOnReadyPopulateListingFeed_1452157480_1732637080796); } </script> <!-- Start of HubSpot Analytics Code --> <script type="text/javascript"> var _hsq = _hsq || []; _hsq.push(["setContentType", "listing-page"]); _hsq.push(["setCanonicalUrl", "https:\/\/blog.pqegroup.com"]); _hsq.push(["setPageId", "55369057631"]); _hsq.push(["setContentMetadata", { "contentPageId": 55369057631, "legacyPageId": "55369057631", "contentFolderId": null, "contentGroupId": 55369057630, "abTestId": null, "languageVariantId": 55369057631, "languageCode": "en", }]); </script> <script type="text/javascript" id="hs-script-loader" async defer src="/hs/scriptloader/19575960.js"></script> <!-- End of HubSpot Analytics Code --> <script type="text/javascript"> var hsVars = { render_id: "b55a2974-78aa-4e82-906b-9caa57dc038c", ticks: 1732637080626, page_id: 55369057631, content_group_id: 55369057630, portal_id: 19575960, app_hs_base_url: "https://app.hubspot.com", cp_hs_base_url: "https://cp.hubspot.com", language: "en", analytics_page_type: "listing-page", scp_content_type: "", analytics_page_id: "55369057631", category_id: 7, folder_id: 0, is_hubspot_user: false } </script> <script defer src="/hs/hsstatic/HubspotToolsMenu/static-1.354/js/index.js"></script> <!-- Google Tag Manager (noscript) --> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-M95RCBF" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <!-- End Google Tag Manager (noscript) --> <div id="fb-root"></div> <script>(function(d, s, id) { var js, fjs = d.getElementsByTagName(s)[0]; if (d.getElementById(id)) return; js = d.createElement(s); js.id = id; js.src = "//connect.facebook.net/en_GB/sdk.js#xfbml=1&version=v3.0"; fjs.parentNode.insertBefore(js, fjs); }(document, 'script', 'facebook-jssdk'));</script> <script>!function(d,s,id){var js,fjs=d.getElementsByTagName(s)[0];if(!d.getElementById(id)){js=d.createElement(s);js.id=id;js.src="https://platform.twitter.com/widgets.js";fjs.parentNode.insertBefore(js,fjs);}}(document,"script","twitter-wjs");</script> <script> /*if($('[data-scroll-container]').length > 0) { const scroller = new LocomotiveScroll({ el: document.querySelector('[data-scroll-container]'), smooth: true }) }*/ $(document).ready(function(){ //$("#hs_cos_wrapper_find_our_more").next().addClass("section-1"); //$("#hs_cos_wrapper_find_our_more").next().next().addClass("section-1"); //$("#hs_cos_wrapper_find_our_more").addClass("section-1"); //$(".section-1").wrapAll("<div class='wrapper-for-sticky'></div>"); }) /* $(window).load(function(){ if($( '#hs_cos_wrapper_find_our_more' ).length > 0){ $( '#hs_cos_wrapper_find_our_more' ).stick_in_parent({ parent: $(".wrapper-for-sticky"), offset_top:$( '.header' ).height(), }); if($(window).width() < 992) { //$(".pricing-table-heading-container").trigger("sticky_kit:detach"); } } })*/ </script> </body></html>