{"id":374,"date":"2022-12-29T13:41:20","date_gmt":"2022-12-29T18:41:20","guid":{"rendered":"https:\/\/mivado.com\/mgp\/?page_id=374"},"modified":"2025-05-27T15:41:35","modified_gmt":"2025-05-27T19:41:35","slug":"data-integrity","status":"publish","type":"page","link":"https:\/\/mivado.com\/mgp\/solutions\/data-integrity\/","title":{"rendered":"Data Integrity"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Mastering and controlling GxP data is essential to ensure that data obtained through GxP activities are complete, consistent, and precise, and thus guarantee decision-making by pharmaceutical industries and laboratories, and the competent authorities.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data Integrity (DI), according to the <a href=\"https:\/\/www.fda.gov\/regulatory-information\/search-fda-guidance-documents\/data-integrity-and-compliance-drug-cgmp-questions-and-answers-guidance-industry\" target=\"_blank\" rel=\"noreferrer noopener\">US FDA<\/a>, refers to the completeness, consistency, and accuracy of data. Complete, consistent, and accurate data should be attributable, legible, contemporaneously recorded, original or a true copy, and accurate (ALCOA). These characteristics are important to ensuring data integrity and are addressed throughout the cGMP regulations for drugs.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"271\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2022\/12\/data_integrity_2.png?resize=636%2C271&#038;ssl=1\" alt=\"\" class=\"wp-image-375\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2022\/12\/data_integrity_2.png?w=636&amp;ssl=1 636w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2022\/12\/data_integrity_2.png?resize=600%2C256&amp;ssl=1 600w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2022\/12\/data_integrity_2.png?resize=300%2C128&amp;ssl=1 300w\" sizes=\"auto, (max-width: 636px) 100vw, 636px\" \/><figcaption class=\"wp-element-caption\"><strong>Data Integrity<\/strong><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Per <a href=\"https:\/\/www.gov.uk\/government\/news\/mhra-gxp-data-integrity-definitions-and-guidance-for-industry\" target=\"_blank\" rel=\"noopener\">MHRA<\/a>, Data integrity is the degree to which data are complete, consistent, accurate, trustworthy, reliable, and that these characteristics of the data are maintained throughout the data life cycle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mivado Global Performance provides complete Data Transformation and Integrity services and solutions to the key DI issues and expects actions to achieve a high degree of DI compliance regarding Regulatory Requirements.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data Integrity enablers<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Our consultants are ready to support implementing the following Data Integrity enablers:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li>Quality Risk Management<\/li>\n\n\n\n<li>Knowledge Management<\/li>\n\n\n\n<li><a href=\"https:\/\/mivado.com\/mgp\/implementing-data-control-strategy-to-ensure-data-integrity\/\" data-type=\"post\" data-id=\"120\">Data Life Cycle Management<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul start=\"4\" class=\"wp-block-list\">\n<li>Data Governance Policy<\/li>\n\n\n\n<li>Data Quality Management<\/li>\n\n\n\n<li>Data Integrity Policy<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul start=\"7\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/mivado.com\/mgp\/implementing-data-control-strategy-to-ensure-data-integrity\/\" data-type=\"post\" data-id=\"120\">Data Control Strategy<\/a><\/li>\n\n\n\n<li>Data Integrity &amp; Compliance<\/li>\n\n\n\n<li>Good Documentation practices<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Data Integrity applies to manual, hybrid, and electronic systems. The processes that generate and manage data throughout the product lifecycle must meet regulatory requirements and expectations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The organization must create a culture and environment that fosters the detection, reporting, and management of Data Integrity issues. Contact us today!<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-luminous-vivid-amber-background-color has-background wp-element-button\" href=\"https:\/\/mivado.com\/mgp\/contact\/\" style=\"border-radius:18px\">Send a request now!<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-white-background-color has-text-color has-background has-medium-font-size is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\" style=\"color:#060f3c\">\n<div class=\"wp-block-column has-cyan-bluish-gray-background-color has-background is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mivado.com\/mgp\/about\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image.png?resize=600%2C400&#038;ssl=1\" alt=\"\" class=\"wp-image-418\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image.png?w=600&amp;ssl=1 600w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image.png?resize=450%2C300&amp;ssl=1 450w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image.png?resize=300%2C200&amp;ssl=1 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><figcaption class=\"wp-element-caption\"><strong>About<\/strong><\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column has-light-green-cyan-background-color has-background is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mivado.com\/mgp\/services\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image-1.png?resize=600%2C400&#038;ssl=1\" alt=\"\" class=\"wp-image-419\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image-1.png?w=600&amp;ssl=1 600w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image-1.png?resize=450%2C300&amp;ssl=1 450w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/image-1.png?resize=300%2C200&amp;ssl=1 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><figcaption class=\"wp-element-caption\"><strong>Services <\/strong><\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column has-pale-cyan-blue-background-color has-background is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mivado.com\/mgp\/solutions\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m10.jpg?resize=600%2C400&#038;ssl=1\" alt=\"\" class=\"wp-image-420\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m10.jpg?w=600&amp;ssl=1 600w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m10.jpg?resize=450%2C300&amp;ssl=1 450w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><figcaption class=\"wp-element-caption\"><strong>Solutions<\/strong><\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column has-vivid-purple-background-color has-background is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mivado.com\/eshop\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"420\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m9.jpg?resize=600%2C420&#038;ssl=1\" alt=\"\" class=\"wp-image-421\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m9.jpg?w=600&amp;ssl=1 600w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2023\/01\/m9.jpg?resize=450%2C315&amp;ssl=1 450w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><figcaption class=\"wp-element-caption\"><strong>Training &amp; Certification <\/strong><\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Awards &amp; Certifications<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-thumbnail is-resized\"><a href=\"https:\/\/mivado.com\/mgp\/pressrelease\/mivado-globalperformance-wins-top-pharmaceutical-consultant-award-2024\/\"><img loading=\"lazy\" decoding=\"async\" width=\"624\" height=\"624\" src=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2024\/05\/badge_qualio-pharma-2024-1.png?resize=150%2C150&amp;ssl=1\" alt=\"\" class=\"wp-image-1859\" style=\"object-fit:contain;width:200px;height:200px\" srcset=\"https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2024\/05\/badge_qualio-pharma-2024-1.png?w=624&amp;ssl=1 624w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2024\/05\/badge_qualio-pharma-2024-1.png?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/mivado.com\/mgp\/wp-content\/uploads\/2024\/05\/badge_qualio-pharma-2024-1.png?resize=150%2C150&amp;ssl=1 150w\" sizes=\"auto, (max-width: 624px) 100vw, 624px\" \/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Mastering and controlling GxP data is essential to ensure that data obtained through GxP activities are complete, consistent, and precise, and thus guarantee decision-making by pharmaceutical industries and laboratories, and the competent authorities. Data Integrity (DI), according to the US FDA, refers to the completeness, consistency, and accuracy of data. Complete, consistent, and accurate data<\/p>\n<div class=\"clearfix\"><\/div>\n<div class=\"pull-left padding-top-25\"><a href=\"https:\/\/mivado.com\/mgp\/solutions\/data-integrity\/\" class=\"btn btn-theme\">Continue Reading <span class=\"screen-reader-text\"> &#8220;Data Integrity&#8221;<\/span> <i class=\"fa fa-fw fa-long-arrow-right\"><\/i> <\/a>  <\/div>\n","protected":false},"author":1,"featured_media":0,"parent":184,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template\/full-container.php","meta":{"footnotes":""},"class_list":["post-374","page","type-page","status-publish","hentry"],"wps_subtitle":"Ensuring data accuracy and consistency over its entire life-cycle","_links":{"self":[{"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/pages\/374","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/comments?post=374"}],"version-history":[{"count":4,"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/pages\/374\/revisions"}],"predecessor-version":[{"id":3037,"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/pages\/374\/revisions\/3037"}],"up":[{"embeddable":true,"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/pages\/184"}],"wp:attachment":[{"href":"https:\/\/mivado.com\/mgp\/wp-json\/wp\/v2\/media?parent=374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}