{"id":13824,"date":"2026-04-01T10:29:18","date_gmt":"2026-04-01T10:29:18","guid":{"rendered":"https:\/\/intuceo.com\/?post_type=use-case&#038;p=13824"},"modified":"2026-09-03T10:59:19","modified_gmt":"2026-09-03T10:59:19","slug":"improving-the-organizational-efficiency-and-quality-compliance","status":"publish","type":"use-case","link":"https:\/\/puffertech.com\/clients\/intuceo\/case-studies\/improving-the-organizational-efficiency-and-quality-compliance\/","title":{"rendered":"Improving the organizational efficiency and quality compliance by Data modernization and automation in Pharmaceutical R&amp;D quality"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13824\" class=\"elementor elementor-13824\" data-elementor-post-type=\"use-case\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ad7c3f e-flex e-con-boxed e-con e-parent\" data-id=\"0ad7c3f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3302c4d elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"3302c4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Improving the organizational efficiency and quality compliance by Data\nmodernization and automation in Pharmaceutical R&amp;D quality <\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b699c02 e-flex e-con-boxed e-con e-parent\" data-id=\"b699c02\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-edc29fa e-con-full e-flex e-con e-child\" data-id=\"edc29fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a91850 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8a91850\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThe McKinsey Global Institute1 estimates that applying big-data strategies to better inform decision making could generate up to $100 billion in value annually across the US health-care system, by optimizing\ninnovation, improving the efficiency of research and clinical trials, and building new tools for physicians,\nconsumers, insurers, and regulators to meet the promise of more individualized approaches\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8e9aad e-con-full e-flex e-con e-child\" data-id=\"f8e9aad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30624d5 elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"30624d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/puffertech.com\/clients\/intuceo\/contact-us\/\">\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\">Talk to our Experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe1940f e-con-full e-flex e-con e-child\" data-id=\"fe1940f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1df3492 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1df3492\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIntuceo\u00ae team partnered with a fortune 100 big pharma client to modernize the quality and\ncompliance data environment with a goal to improve organizational productivity, data quality and\nenable self -service analytics. Having data that is consistent, reliable, and well linked was one of the\nbiggest challenges facing customer and resulted in time consuming and manual quality compliance\noperations. The key business goals are to enable cross sector (Pharmaceutical, Consumer &amp; Medical\nDevices) reporting and analytics and proactively identify potential audit findings, Inspections,\nObservations &amp; CAPA while reducing the risk for future inspections.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c0f68a e-flex e-con-boxed e-con e-parent\" data-id=\"8c0f68a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3914b31 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3914b31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIntuceo\u00ae team of experts with proven Big Data reference models, frameworks, intellectual property and valued-added Auto ML tools partnered with the client and implemented a modernized Quality\nAnalytics and Reporting data eco system. The key features include:\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a52567b e-con-full e-flex e-con e-child\" data-id=\"a52567b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ca0cfb9 e-con-full e-flex e-con e-child\" data-id=\"ca0cfb9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e657e41 elementor-widget__width-initial elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e657e41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Integrating data maintained in multiple instances of six quality systems for across the three sectors \u2013 Pharmaceutical, Consumer &amp; Medical Devices.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">By creating comprehensive mastered data, business rules and applying machine learning, automatically establish the linkages, data manipulation and transformation and eliminating\/ reducing error rates.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Near real time data ingestion and analysis capability to respond to changing regulatory and business requirements.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Self Service reporting and analytics framework to <br>a. Exploratory Querying<br> b. Non-complex Reporting <br>c. Monthly Reporting <br>d. PSMF Reporting <br>e. Adhoc Analytics<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c9a665 e-con-full e-flex e-con e-child\" data-id=\"7c9a665\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c4716b elementor-widget elementor-widget-image\" data-id=\"9c4716b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1672\" height=\"941\" src=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture.png\" class=\"attachment-full size-full wp-image-22078\" alt=\"\" srcset=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture.png 1672w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture-300x169.png 300w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture-1024x576.png 1024w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture-768x432.png 768w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2026\/04\/Data-Pipeline-and-BI-Dashboard-Architecture-1536x864.png 1536w\" sizes=\"(max-width: 1672px) 100vw, 1672px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4043f0 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e4043f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tInvesting in an integrated data &amp; analytics platform enabled business with self-service, on-demand and real time reporting capabilities of quality data, expedited the investigations &amp; compliance\nreporting, while reducing 95% in cycle time.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08dc5e6 e-con-full e-flex e-con e-child\" data-id=\"08dc5e6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29623b3 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"29623b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Click the Download button to get the CaseStudy<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ce2f466 e-con-full e-flex e-con e-child\" 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CaseStudy<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2bb97b8 e-con-full elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"2bb97b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07d4365 elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"07d4365\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/puffertech.com\/clients\/intuceo\/contact-us\/\">\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\">Talk to our Experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div 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