IQVIA Healthcare-grade AI™

<!DOCTYPE html>   <html lang="en">  <head> <meta charset="utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta http-equiv="Content-type" content="text/html; charset=utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no"> <meta name="msapplication-TileImage" content="/Content/Shotgun/img/favicon/ms-icon-144x144.png?v=4" /> <link rel="apple-touch-icon-precomposed" href="/Content/Shotgun/img/favicon/apple-icon-precomposed.png?v=4" /> <link rel="icon" href="/Content/Shotgun/img/favicon/favicon.ico?v=4" /><style> .coveo-card-layout a::after { display: none !important; } </style> <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-P97VBCW');</script> <meta name="google-site-verification" content="EyIQB7GdOQ83t4xrzV8zE-Gs_mjfgD-VO1TZkSkbKSc" />  <title>IQVIA Healthcare-grade AI™ - IQVIA</title>  <link rel="canonical" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning" /> <meta name="keywords" content="AI & ML|AI|ML|AI and ML|artificial intelligence|machine learning" /> <meta name="description" content="Learn how unparalleled data, domain expertise, and technologies enable AI-powered solutions that are purpose-built for healthcare." /> <meta name="iq:insight_topics" content="AI & Machine Learning" /> <meta property="og:title" content="IQVIA Healthcare-grade AI™" /> <meta property="twitter:title" content="IQVIA Healthcare-grade AI™" /> <meta property="og:image" content="https://www.iqvia.com/-/media/iqvia/images/modules/stock-images/gettyimages-879714038_900px.jpg" /> <meta property="twitter:image" content="https://www.iqvia.com/-/media/iqvia/images/modules/stock-images/gettyimages-879714038_900px.jpg" /> <meta property="og:description" content="<h3>Game-changing breakthroughs.</h3> <p>IQVIA is leveraging artificial intelligence (AI) and machine learning to help customers address their biggest challenges and think about what's possible - right now. With healthcare-specific solutions, we are putting AI and machine learning to work, analyzing promising therapies faster, identifying at-risk patients earlier, or reaching providers more precisely.</p> <p>We also understand that to deliver breakthroughs with AI and machine learning, it's not enough to just have the right tools; you need the best teachers – experts informed by deep healthcare industry knowledge. IQVIA brings doctors, data scientists, engineers and researchers together to build practical, scalable solutions.</p> <h4>Out of the innovation lab, into the field.<br /> <br /> </h4> <p>IQVIA solutions powered by AI and machine learning have moved beyond automation and process efficiency. We're now able to help you uncover new insights and unlock new opportunities:</p> <ul> <li>We're using the power of machine learning to find relationships between multiple non-identified patient characteristics that correlate with higher risk of developing a disease. That gives doctors the ability to make diagnoses earlier and treat more precisely.</li> <li>We're using artificial intelligence to analyze a broad array of trial site outcomes to find the best future sites. That lets research get started –and finished –sooner, so the most promising therapies can be identified and in market faster.</li> <li>Our natural language processing uses both AI and machine learning to turn unstructured text in documents into structured data. So you can replace keyword search and manual document review with automated text mining. That's not just more efficient, it can unlock insights previously hidden within documents.</li> </ul> <h4>&nbsp;</h4> <h4>Customized and coordinated with the IQVIA™ CORE<br /> <br /> </h4> <p>Many companies have artificial intelligence and machine learning capabilities. A few also have healthcare experience. But we are the only company that brings them together seamlessly with unparalleled data and domain expertise in the IQVIA CORE. It's a difference that lets us use AI and machine learning to drive business transformation for clients ranging from industry-leading pharmaceutical companies to biotech pioneers.</p>" /> <meta property="twitter:description" content="<h3>Game-changing breakthroughs.</h3> <p>IQVIA is leveraging artificial intelligence (AI) and machine learning to help customers address their biggest challenges and think about what's possible - right now. With healthcare-specific solutions, we are putting AI and machine learning to work, analyzing promising therapies faster, identifying at-risk patients earlier, or reaching providers more precisely.</p> <p>We also understand that to deliver breakthroughs with AI and machine learning, it's not enough to just have the right tools; you need the best teachers – experts informed by deep healthcare industry knowledge. IQVIA brings doctors, data scientists, engineers and researchers together to build practical, scalable solutions.</p> <h4>Out of the innovation lab, into the field.<br /> <br /> </h4> <p>IQVIA solutions powered by AI and machine learning have moved beyond automation and process efficiency. We're now able to help you uncover new insights and unlock new opportunities:</p> <ul> <li>We're using the power of machine learning to find relationships between multiple non-identified patient characteristics that correlate with higher risk of developing a disease. That gives doctors the ability to make diagnoses earlier and treat more precisely.</li> <li>We're using artificial intelligence to analyze a broad array of trial site outcomes to find the best future sites. That lets research get started –and finished –sooner, so the most promising therapies can be identified and in market faster.</li> <li>Our natural language processing uses both AI and machine learning to turn unstructured text in documents into structured data. So you can replace keyword search and manual document review with automated text mining. That's not just more efficient, it can unlock insights previously hidden within documents.</li> </ul> <h4>&nbsp;</h4> <h4>Customized and coordinated with the IQVIA™ CORE<br /> <br /> </h4> <p>Many companies have artificial intelligence and machine learning capabilities. A few also have healthcare experience. But we are the only company that brings them together seamlessly with unparalleled data and domain expertise in the IQVIA CORE. It's a difference that lets us use AI and machine learning to drive business transformation for clients ranging from industry-leading pharmaceutical companies to biotech pioneers.</p>" /> <meta property="og:url" content="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning" /> <meta property="twitter:site" content="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning" /> <link href="/Content/Shotgun/css/coveo?v=5f2TXK9t8FlC_0aw4cAoVYcmCiwv63sB9xo1gz4KnGg1" rel="stylesheet"/> <link href="/Content/Shotgun/css/main?v=R2OdW1uvbPjT4Hyp9vUX2IxrR3HCzyWr38h5Y4R6OTE1" rel="stylesheet"/> <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Noto+Sans:wght@100;200;300;400;500;700;800;900&display=swap" /> <script src="/Content/Shotgun/scripts/static-plugin?v=f3VnY7U-htz3FTaboMFxbQGPAfw5M25cLJ4xxMeKTPk1"></script> </head> <body>  <script>window.isContactKnown = false</script> <div 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<li><a href="https://www.iqvia.com/es-ar/locations/argentina">Argentina</a></li> <li><a href="https://www.iqvia.com/pt-br/locations/brazil">Brasil</a></li> <li><a href="https://www.iqvia.com/locations/canada">Canada</a></li> <li><a href="https://www.iqvia.com/es-co/locations/colombia">Colombia</a></li> </ul> <ul class="sub-list" style="float:left"> <li><a href="https://www.iqvia.com/es-ec/locations/ecuador">Ecuador</a></li> <li><a href="https://www.iqvia.com/locations/mexico">Mexico</a></li> <li><a href="https://www.iqvia.com/locations/united-states">United States</a></li> </ul> </div> </li> <li> <img src="/-/media/iqvia/images/navigation/regions-asia.svg"> <div class="d-block"> <h3>Asia & Oceania</h3> </div> <div class="sub-content"> <h6>Asia & Oceania</h6> <ul class="sub-list" style="float:left"> <li><a href="https://www.iqvia.com/locations/asia-pacific">Asia Pacific</a></li> <li><a href="https://www.iqvia.com/locations/australia-and-new-zealand">Australia & NZ</a></li> <li><a href="https://www.iqvia.com/zh-cn/locations/china">中国</a></li> <li><a href="https://www.iqvia.com/locations/india">India</a></li> </ul> <ul class="sub-list" style="float:left"> <li><a href="https://www.iqvia.com/ja-jp/locations/japan">Japan</a></li> <li><a href="https://www.iqvia.com/ko-kr/locations/korea">대한민국</a></li> <li><a href="https://www.iqvia.com/locations/southeast-asia">Southeast Asia</a></li> <li><a href="https://www.iqvia.com/locations/sri-lanka">Sri Lanka</a></li> </ul> </div> </li> <li> <img src="/-/media/iqvia/images/navigation/regions-eastern-europe.svg"> <div class="d-block"> <h3>Europe</h3> </div> <div class="sub-content"> <h6>Europe</h6> <ul class="sub-list" style="float:left"> <li><a href="https://www.iqvia.com/locations/adriatic">Adriatic</a></li> <li><a href="https://www.iqvia.com/locations/belgium">Belgium</a></li> <li><a href="https://www.iqvia.com/locations/bulgaria">Bulgaria</a></li> <li><a href="https://www.iqvia.com/locations/czech">Czech Republic</a></li> 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href="https://www.iqvia.com/solutions/industry-segments/information-partner-services">Information Partner Services</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/financial-institutions">Financial Institutions</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/about-us/commitment-to-public-health">Global Public Health</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/public-health-and-government">Government</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/patient-associations">Patient Associations</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/payers">Payers</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/providers">Providers</a></li> </ol> </div> <div class="w-22 "> <h5 class="">THERAPEUTIC AREAS</h5> <ol> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/cardiovascular">Cardiovascular</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/cell-and-gene-therapy">Cell and Gene Therapy</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/central-nervous-system">Central Nervous System</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/gi-and-hepatology">GI & Hepatology</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/infectious-diseases-and-vaccines">Infectious Diseases and Vaccines</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/oncology">Oncology</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/pediatrics">Pediatrics</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/rare-diseases">Rare Diseases</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics#viewall">View All</a></li> </ol> </div> <div class="w-34 full-bg"> <div class="card-wrapper "> <div class="card"> <img src="/-/media/iqvia/images/our-impact/our-impact.jpeg?h=720&w=1280&hash=83684E8436D9E61011F7A8186B9E33E3"> <h5 class="title">Impacting People's Lives</h5> <p class="description">We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.</p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/about-us/our-impact"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/rdssolutionartwhite_outlines.png?h=600&w=600&hash=2951AF0F5AF13EB584FD90B004210E65"> </div> <div class="w-33"> <h3>Harness the power to transform clinical development</h3> <p>Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development" style="max-width: 303px;">Research & Development Overview</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Research & Development Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/clinical-trials">Clinical Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/functional-services">Functional Services</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/consulting">Consulting</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/therapeutics">Therapeutic Expertise</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/site-and-investigators">Site and Investigators</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/global-laboratories">Global Laboratories</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/rwesolutionartwhite_outlines.png?h=600&w=600&hash=F6C2B1387FB0C98A6EA794984CB85B6B"> </div> <div class="w-33"> <h3>Real World Evidence. Real Confidence. Real Results.</h3> <p>Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.</p> <a class="btn" href="https://www.iqvia.com/solutions/real-world-evidence" style="max-width: 303px;">REAL WORLD EVIDENCE OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Real World Evidence Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/real-world-data-and-insights">Real World & Health Data Sets</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/medical-affairs">Medical Affairs</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-transformation">Health Data Transformation</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design">Study Design</a></li> </ol> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/evidence-networks">Evidence Networks</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value">Health Economics & Value</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/regulatory-and-safety">Regulatory and Safety</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/insights">Real World Evidence Library</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/commercializationsolutionartwhite_outlines.png?h=600&w=601&hash=87F88AAD474D46B8E87146822C57D5E3"> </div> <div class="w-33"> <h3>See markets more clearly. Opportunities more often.</h3> <p>Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.</p> <a class="btn" href="https://www.iqvia.com/solutions/commercialization" style="max-width: 303px;">COMMERCIALIZATION OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Commercialization Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/covid-19-and-commercialization">COVID-19 & Commercialization</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement">Healthcare Professional Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Strategy</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/established-brands-optimization">Established Brands Optimization</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/compliancesolutionartwhite_outlines.png?h=600&w=600&hash=B1920C3D73F8BBBB31B381CAE5BBE75F"> </div> <div class="w-33"> <h3>Service driven. Tech-enabled. Integrated compliance.</h3> <p>Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.</p> <a class="btn" href="https://www.iqvia.com/solutions/safety-regulatory-compliance" style="max-width: 303px;">COMPLIANCE OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Safety & Regulatory Compliance Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety Pharmacovigilance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/medical-information">Medical Information</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/techsolutionartwhite_outlines.png?h=600&w=600&hash=3F741080B4AA6100EAE1111FB0649C08"> </div> <div class="w-33"> <h3>Intelligence that transforms life sciences end-to-end.</h3> <p>When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.</p> <a class="btn" href="https://www.iqvia.com/solutions/technologies" style="max-width: 303px;">TECHNOLOGIES OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Technology Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials">Orchestrated Clinical Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/information-management">Enterprise Information Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement/onekey/onekey-hcp-reference-data">Provider Reference Data Network</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/safety-regulatory-and-quality">Safety, Regulatory, Quality Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/developer">Developer</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/partner-programs">Partner Programs</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/insights">Technology Insights</a></li> </ol> </div> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">Products</a> <div class="primary-nav-wrapper"> <div class="content product-selector"> <div class="shadow"></div> <div class="d-flex remove-last"> <div class="w-22 pt-35 pb-35"> <h5 class="">CLINICAL PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite">Planning Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite/grantplan">Grant Plan</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite">Site Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/clinical-trial-payments">Clinical Trial Payments</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/investigator-site-portal">Investigator Site Portal</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/one-home-for-sites">One Home for Sites</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite">Patient Engagement Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/ecoa">Electronic Clinical Outcome Assessment (eCOA)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/interactive-response-technology">Interactive Response Technology (IRT)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/clinical-data-analytics-solutions">Clinical Data Analytics Solutions</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">COMMERCIAL PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/information-management">Information Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics">Orchestrated Analytics</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics/next-best">Next Best Action</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement (OCE)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">COMPLIANCE, SAFETY, REG PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance/iqvia-vigilance-platform">IQVIA Vigilance Platform</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance/iqvia-rim-smart">RIM Smart</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance/smartsolve-eqms">SmartSolve eQMS</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety & Pharmacovigilance</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">REAL WORLD PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/analytics-research-accelerator">Analytics Research Accelerator</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/expert-ecosystem">Expert Ecosystem</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-hcp-and-patient-profiling-commercial">AI Patient & HCP Profiling- Commercial</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-patient-and-provider-profiling">AI Patient & Provider Profiling- Med Affairs</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-hcp-and-patient-profiling">AI Patient & HCP Profiling- Healthcare</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value/market-access-insights">Market Access Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design/health-research-space">Direct-to-Patient Research</a></li> </ol> </div> <div class="w-28 "> <div class="card-wrapper h-100"> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/2121_business-woman-using-dashboard-on-screen.png?h=683&w=1024&hash=598F2F336961970EA76EED465B050DDE"> <h5 class="title">CASE STUDY</h5> <p class="description">Data in a Day</p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/library/case-studies/data-in-a-day"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">Insights</a> <div class="primary-nav-wrapper"> <div class="content insights"> <div class="shadow"></div> <div class="d-flex remove-last"> <div class="w-50"> <div class="d-flex pt-75"> <div class="w-50"> <h5>BLOGS, WHITE PAPERS & CASE STUDIES</h5> <p>Explore our library of insights, thought leadership, and the latest topics & trends in healthcare. </p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/insights/points-of-view"> DISCOVER INSIGHTS <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> <div class="w-50"> <h5>THE IQVIA INSTITUTE</h5> <p>An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.</p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/insights/the-iqvia-institute"> SEE LATEST REPORTS <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" 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class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">About</a> <div class="primary-nav-wrapper"> <div class="content about-selector"> <div class="shadow"></div> <div class="d-flex flex-column "> <div class="d-flex flex-column"> <div class="d-flex tab"> <div class="w-20 d-flex flex-column list"> <h5 class="sub-title ">FEATURED INNOVATIONS</h5> <ol class="solution-tabs "> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/about-us/iqvia-connected-intelligence">IQVIA Connected Intelligence™</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning">IQVIA Healthcare-grade AI™</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning/iqvia-ai-assistant">IQVIA AI Assistant</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/human-data-science-cloud">Human Data Science Cloud</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/about-us/innovation-hub">IQVIA Innovation Hub</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/about-us/iqvia-patient-experience-solutions-with-apple-devices">Patient Experience Solutions with Apple devices</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" 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text-decoration-none href="https://www.iqvia.com/about-us/esg">Environmental Social Governance</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/about-us/privacy">Privacy</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/about-us/leadership">Executive Team</a></li> </ol> </div> <div class="w-33 pb-35 "> <h5 class="">NEWS & RESOURCES</h5> <ol> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/newsroom">News</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/events">Events & Webinars</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/analyst-reports">Industry Analyst Reports</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/about-us/commitment-to-public-health/covid-19-resources">COVID-19 Resources</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/locations">Our Locations</a></li> </ol> </div> <div class="w-33 "> <div class="card-wrapper "> <div class="card"> <img src="/-/media/iqvia/images/navigation/354_professional-man-leading-meeting-in-office-cubicle.jpg?h=683&w=1024&hash=1A73E77D3E5A169DFFAB2A49CB369CB3"> <h5 class="title">INVESTOR RELATIONS</h5> <p class="description">Visit our investor relations site for more information.</p> <a class="hover-color-blue-with-anim" href="https://ir.iqvia.com/overview/default.aspx"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/homepagehero_ci.png?h=1058&w=1200&hash=E6F7621F8CB48BC6EA4D48B02F63F8E1"> </div> <div class="w-33"> <h3>Unlock your potential to drive healthcare forward</h3> <p>By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.</p> <a class="btn" href="https://www.iqvia.com/about-us/iqvia-connected-intelligence" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/modules/brandworld/2767_portrait-of-two-engineers-using-laptop-casually-chatting-in-high-tech-research.png?h=540&w=1024&hash=6EE14B9365C7977C3B07A43B65C71B45"> </div> <div class="w-33"> <h3>IQVIA AI is Healthcare-grade AI</h3> <p>Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. It's what we call Healthcare-grade AI.</p> <a class="btn" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/body/innovative-models/ai-and-ml/aiassistant5050-navigation.png?h=561&w=1024&hash=A5A0A22E730320705E76550143802F4C"> </div> <div class="w-33"> <h3>Meet the IQVIA AI Assistant </h3> <p>Your new expert analyst is here. Be at the forefront of data-driven decision-making with a new generative AI tool that enables you to interact with our products and solutions like never before. Get results you can trust, faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning/iqvia-ai-assistant" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/blogs/2116_abstract-background-with-luminous-particles.jpg?h=675&w=1200&hash=6102399574165D0ABCB89791A890BF2D"> </div> <div class="w-33"> <h3>Your healthcare data deserves more than just a cloud.</h3> <p>The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.</p> <a class="btn" href="https://www.iqvia.com/solutions/human-data-science-cloud" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/innovationhubheroimage.png?h=3175&w=3375&hash=03A3A2DB1F3EFF368CD63BA86426159D"> </div> <div class="w-33"> <h3>Innovations make an impact when bold ideas meet powerful partnerships</h3> <p>The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.</p> <a class="btn" href="https://www.iqvia.com/about-us/innovation-hub" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/208_woman-using-tablet-on-sofa-cropped_600.jpg?h=683&w=1024&hash=113B49B766D4F49F5E147F481F8316EA"> </div> <div class="w-33"> <h3>Proven, faster DCT solutions</h3> <p>IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. Our hybrid and fully virtual solutions have been used more than any others.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/apple/applewatchpatient.png?h=683&w=1024&hash=E32CDCB8BE1C8513D26ACAADA5B282A9"> </div> <div class="w-33"> <h3>IQVIA Patient Experience Solutions with Apple devices</h3> <p>Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.</p> <a class="btn" href="https://www.iqvia.com/about-us/iqvia-patient-experience-solutions-with-apple-devices" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">Careers</a> <div class="primary-nav-wrapper"> <div class="content careers"> <div class="shadow"></div> <div class="d-flex "> <div class="w-50"> <div class="d-flex pt-75"> <div class="w-50"> <h5>WORKING AT IQVIA</h5> <p>Our mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.</p> <a class="hover-color-blue-with-anim" href="https://jobs.iqvia.com/"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> <div class="w-50"> <h5>LIFE AT IQVIA</h5> <p>Careers, culture and everything in between. Find out what’s going on right here, right now.</p> <a class="hover-color-blue-with-anim" href="https://jobs.iqvia.com/blog"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> <div class="w-50 pr-10 "> <div class="card-wrapper"> <div class="card d-flex"> <div class="d-flex flex-column min-with-description"> <h5 class="title">WE’RE HIRING</h5> <p class="description">Improving human health requires brave thinkers who are willing to explore new ideas and build on successes. 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data-attribute="search"> <div class="breadcrumbs go-to-main"><span class="go-main">MAIN</span>/<span>search</span></div> <div class="field-group"> <img width="20" src="https://www.iqvia.com/Content/Shotgun/img/search.svg"> <input placeholder="How can we help?"> </div> <div class="btn-search"> <button>search</button> </div> </div> <div class="item-wrapper-mobile list solutions" data-attribute="solutions"> <div class="breadcrumbs"><span class="go-home">MAIN</span>/<span>Solutions</span></div> <div class="breadcrumbs d-none" style="padding-bottom:30px;"><span class="go-main">Solutions</span>/<span></span></div> <div class="content action-list"> <h6 class="mt-0">SOLUTIONS</h6> <ul class="click-action"> <li> Research & Development <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" 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viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> </ul> <h6 class="mt-0">LIFE SCIENCE SEGMENTS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/industry-segments/consumer-health">Consumer Health</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/emerging-biopharma">Emerging Biopharma</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/generics">Generics</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/medtech">MedTech</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/pharmaceutical-manufacturers">Pharmaceutical Manufacturers</a></li> </ul> <h6 class="mt-0">HEALTHCARE SEGMENTS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/industry-segments/information-partner-services">Information Partner Services</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/financial-institutions">Financial Institutions</a></li> <li><a href="https://www.iqvia.com/about-us/commitment-to-public-health">Global Public Health</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/public-health-and-government">Government</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/patient-associations">Patient Associations</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/payers">Payers</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/providers">Providers</a></li> </ul> <h6 class="mt-0">THERAPEUTIC AREAS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/therapeutics/cardiovascular">Cardiovascular</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/cell-and-gene-therapy">Cell and Gene Therapy</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/central-nervous-system">Central Nervous System</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/gi-and-hepatology">GI & Hepatology</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/infectious-diseases-and-vaccines">Infectious Diseases and Vaccines</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/oncology">Oncology</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/pediatrics">Pediatrics</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/rare-diseases">Rare Diseases</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics#viewall">View All</a></li> </ul> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/our-impact/our-impact.jpeg?h=720&w=1280&hash=83684E8436D9E61011F7A8186B9E33E3"> <h4 class="mt-30">Impacting People's Lives</h4> <p>"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.</p> <a class="btn-redirect" href="https://www.iqvia.com/about-us/our-impact" target="_blank"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> <div class="tabs"> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/rdssolutionartwhite_outlines.png?h=600&w=600&hash=2951AF0F5AF13EB584FD90B004210E65"> <h5>Harness the power to transform clinical development</h5> <p>Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development">Research & Development Overview</a> <div class="hr"></div> <h6>Research & Development Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/research-and-development/clinical-trials">Clinical Trials</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/functional-services">Functional Services</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/consulting">Consulting</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics">Therapeutic Expertise</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/site-and-investigators">Site and Investigators</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/global-laboratories">Global Laboratories</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/rwesolutionartwhite_outlines.png?h=600&w=600&hash=F6C2B1387FB0C98A6EA794984CB85B6B"> <h5>Real World Evidence. Real Confidence. Real Results.</h5> <p>Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.</p> <a class="btn" href="https://www.iqvia.com/solutions/real-world-evidence">REAL WORLD EVIDENCE OVERVIEW</a> <div class="hr"></div> <h6>Real World Evidence Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/real-world-data-and-insights">Real World & Health Data Sets</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/medical-affairs">Medical Affairs</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-transformation">Health Data Transformation</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design">Study Design</a></li> </ul> <ul> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/evidence-networks">Evidence Networks</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value">Health Economics & Value</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/regulatory-and-safety">Regulatory and Safety</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/insights">Real World Evidence Library</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/commercializationsolutionartwhite_outlines.png?h=600&w=601&hash=87F88AAD474D46B8E87146822C57D5E3"> <h5>See markets more clearly. Opportunities more often.</h5> <p>Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.</p> <a class="btn" href="https://www.iqvia.com/solutions/commercialization">COMMERCIALIZATION OVERVIEW</a> <div class="hr"></div> <h6>Commercialization Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/commercialization/covid-19-and-commercialization">COVID-19 & Commercialization</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement">Healthcare Professional Engagement</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Strategy</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/established-brands-optimization">Established Brands Optimization</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/compliancesolutionartwhite_outlines.png?h=600&w=600&hash=B1920C3D73F8BBBB31B381CAE5BBE75F"> <h5>Service driven. Tech-enabled. Integrated compliance.</h5> <p>Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.</p> <a class="btn" href="https://www.iqvia.com/solutions/safety-regulatory-compliance">COMPLIANCE OVERVIEW</a> <div class="hr"></div> <h6>Safety & Regulatory Compliance Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety Pharmacovigilance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/medical-information">Medical Information</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/techsolutionartwhite_outlines.png?h=600&w=600&hash=3F741080B4AA6100EAE1111FB0649C08"> <h5>Intelligence that transforms life sciences end-to-end.</h5> <p>When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.</p> <a class="btn" href="https://www.iqvia.com/solutions/technologies">TECHNOLOGIES OVERVIEW</a> <div class="hr"></div> <h6>Technology Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials">Orchestrated Clinical Trials</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/information-management">Enterprise Information Management</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement/onekey/onekey-hcp-reference-data">Provider Reference Data Network</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/safety-regulatory-and-quality">Safety, Regulatory, Quality Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/developer">Developer</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/partner-programs">Partner Programs</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/insights">Technology Insights</a></li> </ul> </div> </div> </div> <div class="item-wrapper-mobile list " data-attribute="products"> <div class="breadcrumbs"><span class="go-home">MAIN</span>/<span>Products</span></div> <div class="breadcrumbs d-none" style="padding-bottom:30px;"><span class="go-main">Products</span>/<span></span></div> <div class="lists"> <div class="tab-item"> <h5>CLINICAL PRODUCTS</h5> <ul> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite">Planning Suite</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite/grantplan">Grant Plan</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite">Site Suite</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/clinical-trial-payments">Clinical Trial Payments</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/investigator-site-portal">Investigator Site Portal</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/one-home-for-sites">One Home for Sites</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite">Patient Engagement Suite</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/ecoa">Electronic Clinical Outcome Assessment (eCOA)</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/interactive-response-technology">Interactive Response Technology (IRT)</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/clinical-data-analytics-solutions">Clinical Data Analytics Solutions</a></li> </ul> </div> <div class="tab-item"> <h5>COMMERCIAL PRODUCTS</h5> <ul> <li><a href="https://www.iqvia.com/solutions/technologies/information-management">Information Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Engagement</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics">Orchestrated Analytics</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics/next-best">Next Best Action</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement (OCE)</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> </ul> </div> <div class="tab-item"> <h5>COMPLIANCE, SAFETY, REG PRODUCTS</h5> <ul> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance/iqvia-vigilance-platform">IQVIA Vigilance Platform</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance/iqvia-rim-smart">RIM Smart</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance/smartsolve-eqms">SmartSolve eQMS</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety & Pharmacovigilance</a></li> </ul> </div> <div class="tab-item"> <h5>REAL WORLD PRODUCTS</h5> <ul> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/analytics-research-accelerator">Analytics Research Accelerator</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/expert-ecosystem">Expert Ecosystem</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-hcp-and-patient-profiling-commercial">AI Patient & HCP Profiling- Commercial</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-patient-and-provider-profiling">AI Patient & Provider Profiling- Med Affairs</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai/ai-driven-hcp-and-patient-profiling">AI Patient & HCP Profiling- Healthcare</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value/market-access-insights">Market Access Insights</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design/health-research-space">Direct-to-Patient Research</a></li> </ul> </div> </div> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/2121_business-woman-using-dashboard-on-screen.png?h=683&w=1024&hash=598F2F336961970EA76EED465B050DDE"> <h4 class="mt-30">CASE STUDY</h4> <p>"Data in a Day</p> <a class="btn-redirect" href="https://www.iqvia.com/library/case-studies/data-in-a-day" target="_blank"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> <div class="item-wrapper-mobile list pb-0" data-attribute="insights"> <div class="breadcrumbs"><span class="go-home">MAIN</span>/<span>Insights</span></div> <div class="breadcrumbs d-none" style="padding-bottom:30px;"><span class="go-main">Insights</span>/<span></span></div> <div class="lists"> <div 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src="/-/media/iqvia/images/navigation/homepagehero_ci.png?h=1058&w=1200&hash=E6F7621F8CB48BC6EA4D48B02F63F8E1"> <h5>Unlock your potential to drive healthcare forward</h5> <p>By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.</p> <a class="btn w-auto mt-30" href="https://www.iqvia.com/about-us/iqvia-connected-intelligence">LEARN MORE</a> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/modules/brandworld/2767_portrait-of-two-engineers-using-laptop-casually-chatting-in-high-tech-research.png?h=540&w=1024&hash=6EE14B9365C7977C3B07A43B65C71B45"> <h5>IQVIA AI is Healthcare-grade AI</h5> <p>Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. 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Get results you can trust, faster.</p> <a class="btn w-auto mt-30" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning/iqvia-ai-assistant">LEARN MORE</a> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/blogs/2116_abstract-background-with-luminous-particles.jpg?h=675&w=1200&hash=6102399574165D0ABCB89791A890BF2D"> <h5>Your healthcare data deserves more than just a cloud.</h5> <p>The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.</p> <a class="btn w-auto mt-30" href="https://www.iqvia.com/solutions/human-data-science-cloud">LEARN MORE</a> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/innovationhubheroimage.png?h=3175&w=3375&hash=03A3A2DB1F3EFF368CD63BA86426159D"> <h5>Innovations make an impact when bold ideas meet powerful partnerships</h5> <p>The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.</p> <a class="btn w-auto mt-30" href="https://www.iqvia.com/about-us/innovation-hub">LEARN MORE</a> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/208_woman-using-tablet-on-sofa-cropped_600.jpg?h=683&w=1024&hash=113B49B766D4F49F5E147F481F8316EA"> <h5>Proven, faster DCT solutions</h5> <p>IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. 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Introducing IQVIA Healthcare-grade AI™.‏‏</h1> <div class="description">IQVIA AI is intelligence engineered to meet the level of precision, speed, and trust required for life sciences and healthcare.</div> </div> <div class="swiper-slide" data-swiper-autoplay="8000"> <h5 class="top-title">IQVIA AI</h5> <h1 class="title">Powered by IQVIA Connected Intelligence™</h1> <div class="description">From unparalleled data to deep healthcare expertise, critical connections enable AI with new levels of speed, precision, reliability, and scale. <br /></div> </div> </div> </div> <div class="control-panel"> <div class="button-prev"><i class="fa-solid fa-angle-left"></i></div> <div class="swiper-pagination"></div> <div class="button-next"><i class="fa-solid fa-angle-right"></i></div> </div> <div class="bottom-content breadcrumbs-hero_outer"> <div class="history-links breadcrumbs-hero_inner"> <a href="https://www.iqvia.com/"><span class="iqvia-icon-home"></span></a> <a 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3.68358 15.167 2.57901C15.167 1.47444 14.2716 0.57901 13.167 0.57901C12.0624 0.57901 11.167 1.47444 11.167 2.57901C11.167 3.68358 12.0624 4.57901 13.167 4.57901Z" stroke="#959CA0" stroke-linecap="round" stroke-linejoin="round" /> <path d="M13.167 16.579C14.2716 16.579 15.167 15.6836 15.167 14.579C15.167 13.4744 14.2716 12.579 13.167 12.579C12.0624 12.579 11.167 13.4744 11.167 14.579C11.167 15.6836 12.0624 16.579 13.167 16.579Z" stroke="#959CA0" stroke-linecap="round" stroke-linejoin="round" /> <path d="M4.24316 9.55942L11.424 13.5986" stroke="#959CA0" stroke-linecap="round" stroke-linejoin="round" /> <path d="M11.424 3.55942L4.24316 7.59858" stroke="#959CA0" stroke-linecap="round" stroke-linejoin="round" /> </svg> </button> <ul class="share-dropdown"> <li data-event="copy"> <span>Copy Link</span> <img src="/Content/Shotgun/img/icons/social_icons/new/Copy.svg" /> </li> </ul> </div> <div class="tablet-view"> <h1 class="title">IQVIA Healthcare-grade AI™</h1> <div class="nav-container-tablet"> <button class="nav-toggle">Jump TO<i class="fa-solid fa-chevron-down"></i></button> <nav class="nav-dropdown"> <ul> <li> <a href="#HealthcareGradeAI">Healthcare-grade AI™</a> </li> <li> <a href="#AIExpertise">AI Expertise</a> </li> <li> <a href="#generativeai">Generative AI</a> </li> <li> <a href="#casestudies">Case Studies</a> </li> <li> <a href="#responsibleai">Responsible AI</a> </li> <li> <a href="#exploremore">Explore more</a> </li> </ul> </nav> </div> </div> </div> </nav> <section id="HealthcareGradeAI"></section> <section class="fifty-fifty-redesign"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box accent-image"> <img class="overlay" src="/-/media/iqvia/images/shape-library/shape-1.png?mw=700&hash=65B186D67C00C28E3A8FCE98CC424BC2" data-aos="zoom-in"> <div class="main-image non-image rounded" style="background-image: url('/-/media/iqvia/images/modules/brandworld/2767_portrait-of-two-engineers-using-laptop-casually-chatting-in-high-tech-research.png?mw=700&hash=81B82991E30F63EFE9E988A69BC4E54C')"></div> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> AI designed for healthcare & life sciences </h3> <div class="fifty-fifty-redesign__text"> Delivering AI that truly meets the demands of healthcare requires globally diverse, trusted data, AI & healthcare experts working side-by-side to design optimized foundations for healthcare, and benchmarking to ensure quality outputs.<br> <br> We’ve built on our rich history of using AI for healthcare to develop a different class of AI that’s powered by IQVIA Connected Intelligence™. <br> <br> IQVIA AI connects the right data, right technology, and right expertise to address the unique needs of healthcare. We call it Healthcare-grade AI. </div> </div> </div> </div> </div> </section> <div class="ceros-frame no-padding-top no-padding-bottom ceros_indigo"> <div class="ceros-frame__outer"> <div class="ceros-frame__inner"> <div class="ceros-component" style="padding: 0 0 50.85%;" id="experience-659c16c788867" data-aspectRatio="1.96666667" data-tablet-aspectRatio="" data-mobile-aspectRatio="0.87912088"> <iframe allowfullscreen src="https://view.ceros.com/quintiles-ims/ai-page-triangle-module-1-1?mobileHeightOverride=910" frameborder="0" class="ceros-experience"></iframe> </div> <script type="text/javascript" src="//view.ceros.com/scroll-proxy.min.js"></script> </div> </div> </div> <section id="AIExpertise"></section> <div class="quotes graphic-image-redesign carousel gradient_dark_blue__bg" style=""> <div class=" swiper swiper-container"> <div class="swiper-wrapper"> <div class="swiper-slide"> <section class="quotes-with-image-redesign"> <div class="quotes__outer"> <div class="quotes__wrapper"> <div class="quotes-row" data-aos="fade-up"> <div class="content "> <img class="quotes-symbol" src="/content/shotgun/img/quotes.png"> <div class="quotes_desc"> IQVIA AI is trained on high-quality data and deep domain expertise. This allows us to connect disparate pieces of healthcare data, from multiple sources, and generate reliable insights that can increase efficiency and accelerate innovation. This enables our customers to lead the industry in exciting ways—from identifying patients at the earliest stage of disease, to developing new and more effective treatments, to helping people live longer, healthier lives. </div> </div> <div class="author"> <img src="/-/media/iqvia/images/headshots/raja-shankar.jpeg?h=100&iar=0&mh=100&mw=100&w=100&hash=89DF5C35C7F281BC277978D4A4C457B8" alt="" DisableWebEdit="False" /> <div><p><span style="font-style: normal;"><strong>Raja Shankar</strong></span></p> <p>Head of AI and Tech Consulting, EMEA</p></div> </div> </div> </div> </div> </section> </div> <div class="swiper-slide"> <section class="quotes-with-image-redesign"> <div class="quotes__outer"> <div class="quotes__wrapper"> <div class="quotes-row" data-aos="fade-up"> <div class="content "> <img class="quotes-symbol" src="/content/shotgun/img/quotes.png"> <div class="quotes_desc"> Advances in science, technology, and healthcare are converging to enable never-before-seen innovations that have the potential to revolutionize patient outcomes. At IQVIA, we are making this potential a reality, and are committed to going beyond the hype to ensure we’re taking a responsible approach, backed by scientific rigor, to get results that change people’s lives for the better.  </div> </div> <div class="author"> <img src="/-/media/iqvia/images/our-impact/christina-mack.png?h=100&iar=0&mh=100&mw=100&w=100&hash=BFCD2FD26CAE6C3F8D24E5DC33DE263B" alt="" DisableWebEdit="False" /> <div><p><strong>Christina Mack</strong></p> <p>Chief Scientific Officer, Real World Solutions</p></div> </div> </div> </div> </div> </section> </div> </div> <div class="control-panel gradient_dark_blue__bg"> <div class="fake-block"></div> <div class="swiper-control"> <div class="swiper-button-prev"><i class="fa-solid fa-chevron-left"></i><span>Prev</span></div> <div class="swiper-pagination"></div> <div class="swiper-button-next"><span>Next</span><i class="fa fa-chevron-right"></i></div> </div> </div> </div> </div> <section id="generativeai"></section> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <script> if (globalThis == null || !globalThis.lottiefilesLoaded) { var head = document.getElementsByTagName('head')[0]; var js = document.createElement("script"); js.type = "text/javascript"; js.src = "https://unpkg.com/@lottiefiles/lottie-player@latest/dist/lottie-player.js"; head.appendChild(js); globalThis.lottiefilesLoaded = true; } </script> <lottie-player src="/-/media/iqvia/lottie/data_center_whitebg.json" background="transparent" speed="1" loop autoplay="" class="main-image"> </lottie-player> </div> </div> <div class="fifty-fifty-redesign__content"> <h2 class="fifty-fifty-redesign__heading"> Generative AI </h2> <h3 class="fifty-fifty-redesign__heading"> Meet your new AI Assistant </h3> <div class="fifty-fifty-redesign__text"> <div>IQVIA AI Assistant is a powerful generative AI tool that lets you interact with our solutions and products like never before. Ask questions, analyze data, and get insights you can trust in moments instead of hours or days.</div><div><br></div><div>With an extensive history of applying AI to solutions for life sciences and healthcare, we continue to build on our expertise by leveraging new technologies to ensure we’re getting the best results for you, and ultimately for patients.</div> </div> <div class="fifty-fifty-redesign__button"> <a class="cta-btn-redesign" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning/iqvia-ai-assistant"> <span class="tile">Learn more</span> <div class="arrow-wrapper"><span class="line"></span><span class="line"></span></div> </a> </div> </div> </div> </div> </div> </section>  <section class="multi-card_feature-redesign-custom-swiper white-background"> <div class="multi-card__outer"> <div class="multi-card__wrapper"> <div class="multi-card__inner"> <div class="eyebrow"> <h2 class="title">Our latest thinking on generative AI</h2> <div class="controls-panel"> <div class="button-prev disabled"><i class="fa-solid fa-angle-left"></i></div> <div class="button-next"><i class="fa-solid fa-angle-right"></i></div> </div> </div> </div> <div class="scroll-area-wrapper"> <div class="scroll-area"> <article> <div class="process-as-no-link card-item card-link"> <div class="img-wrapper"> <div class="img" style="background-image:url('/-/media/iqvia/images/modules/brandworld/3270_custom-photo_male-studying-data-on-monitor.jpg?mw=600&hash=F8A8CA4F7AD3B52AAABC6D9B1BB57BA3')"></div> </div> <div class="card-item_wrapper"> <a href="https://www.iqvia.com/blogs/2024/09/revolutionizing-life-sciences" class="card-title"> Revolutionizing Life Sciences: The Strategic Edge of Generative AI </a> </div> </div> </article> <article> <div class="process-as-no-link card-item card-link"> <div class="img-wrapper"> <div class="img" style="background-image:url('/-/media/iqvia/images/modules/brandworld/1057_businessteam-discussing-future.png?mw=600&hash=13121EBF4A450A3E4A77F8D87275BEB5')"></div> </div> <div class="card-item_wrapper"> <a href="https://www.iqvia.com/library/white-papers/generative-ai-the-future-of-pharmacovigilance" class="card-title"> Generative AI: The Future of Pharmacovigilance </a> </div> </div> </article> <article> <div class="process-as-no-link card-item card-link"> <div class="img-wrapper"> <div class="img" style="background-image:url('/-/media/iqvia/images/modules/brandworld/2126_cyber-big-data-flow-network-line.png?mw=600&hash=A5304E9415D646CE7FB19D79A9028309')"></div> </div> <div class="card-item_wrapper"> <a href="https://www.iqvia.com/blogs/2023/07/embracing-generative-ai-for-life-science-safety" class="card-title"> Understanding and Embracing Generative AI for Life Science Safety </a> </div> </div> </article> <article> <div class="process-as-no-link card-item card-link"> <div class="img-wrapper"> <div class="img" style="background-image:url('/-/media/iqvia/images/modules/brandworld/2286_colorful-loom.png?mw=600&hash=69E0D34634D48208E8DD8A706DE5B18B')"></div> </div> <div class="card-item_wrapper"> <a href="https://www.iqvia.com/blogs/2023/03/generative-ai-in-life-sciences-evaluating-llms-gpt-for-summarization-of-primary-market-research" class="card-title"> Generative AI in Life Sciences: Evaluating LLMs/GPT for summarization of Primary Market Research </a> </div> </div> </article> <article> <div class="process-as-no-link card-item card-link"> <div class="img-wrapper"> <div class="img" style="background-image:url('/-/media/iqvia/images/modules/brandworld/1304-server-room.png?mw=600&hash=C9FE4FE3A07AC705305379DD81932043')"></div> </div> <div class="card-item_wrapper"> <a href="https://www.iqvia.com/locations/united-states/blogs/2023/10/make-sure-your-healthcare-data-is-ready-for-generative-ai" class="card-title"> Make Sure Your Healthcare Data is Ready for Generative AI </a> </div> </div> </article> </div> </div> </div> </div> </section>  <section class="color_accent__box-redesign gradient_indigo__bg"> <div class="color_accent__box-redesign___outer"> <div class="color_accent__box-redesign___wrapper" data-aos="fade-up"> <div class="box-content"> <div class="item text-content"> <div class="sub_title">Publication</div> <div class="title">Boosting healthcare capacity with AI</div> <div class="description">Hear from IQVIA experts Aurelio Arias and Sarah Rickwood on how AI in healthcare could bridge a significant capacity gap.</div> <div class="def-btn"> <a class="cta-btn-redesign white" target="_blank" rel="noopener noreferrer" href="https://www.weforum.org/agenda/2024/01/ai-in-healthcare-could-bridge-a-significant-capacity-gap/"> <span class="tile">Read more at World Economic Forum</span> <div class="arrow-wrapper"><span class="line"></span><span class="line"></span></div> </a> </div> </div> <div class="media-content"> <img src="/-/media/iqvia/images/body/innovative-models/responsive_big_webp_df14sbctlrvyax1w2md8v-ca0fphagsfc3s_vud2noq.png?iar=0&mw=600&hash=78B0539619679139E012FA00091CCAD4" class="round-corners" alt="" DisableWebEdit="False" /> </div> </div> </div> </div> </section> <section id="casestudies"></section> <div class="ceros-frame no-padding-top no-padding-bottom ceros_indigo"> <div class="ceros-frame__outer"> <div class="ceros-frame__inner"> <div class="ceros-component" style="padding: 0 0 42.37%;" id="experience-655bb93f0d439" data-aspectRatio="2.36" data-tablet-aspectRatio="" data-mobile-aspectRatio="0.550585"> <iframe allowfullscreen src="https://view.ceros.com/quintiles-ims/ai-case-study-module-1-1-1" frameborder="0" class="ceros-experience"></iframe> </div> <script type="text/javascript" src="//view.ceros.com/scroll-proxy.min.js"></script> </div> </div> </div>  <section class="section-intro-redesign"> <div class="section-intro-redesign-outer"> <div class="section-intro-redesign-inner"> <h2> CASE STUDIES </h2> <h1> Improving patient outcomes and closing care gaps </h1> <p>IQVIA is working with life sciences companies, governments, and non-profit organizations to power smarter healthcare with advanced AI capabilities.</p> </div> </div> </section>  <section class="fifty-fifty-tab-module-redesign"> <div class="fifty-fifty-tab-module__outer"> <div class="fifty-fifty-tab-module__wrapper"> <div class="fifty-fifty-tab-module__inner no-padding-top"> <div class="fifty-fifty-tab-module__tabs tab-selected" data-num-tabs="5"> <div class="tab-titles" data-num-tabs="5"> <div class="button-prev disabled"><i class="fa-solid fa-angle-left"></i></div> <div class="tab-titles-wrapper"> <button class="tab-wrapper active"> <div class="tab"> <div class="tab-image"> <?xml version="1.0" encoding="UTF-8"?><svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 60 60"><defs><style>.cls-1{fill:#caced0;}</style></defs><path class="cls-1" d="m33.44,58.49h-2.22v-12.91c0-.74,0-1.34.03-1.79.02-.45.04-.91.08-1.4-.28.28-.53.51-.75.7-.22.19-.51.43-.85.72l-1.97,1.6-1.19-1.53,4.99-3.88h1.89v18.47Z"/></svg> </div> <div class="tab-title"> Addressing social risk factors </div> </div> </button> <button class="tab-wrapper "> <div class="tab"> <div class="tab-image"> <?xml version="1.0" encoding="UTF-8"?><svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 60 60"><defs><style>.cls-1{fill:#caced0;}</style></defs><path class="cls-1" d="m36.11,58.49h-12.21v-1.89l4.84-4.89c.93-.93,1.72-1.76,2.35-2.48.64-.72,1.12-1.44,1.45-2.13.33-.7.49-1.46.49-2.29,0-1.02-.3-1.79-.91-2.32-.6-.53-1.39-.79-2.35-.79-.9,0-1.69.16-2.37.47-.68.31-1.38.74-2.08,1.29l-1.22-1.53c.72-.6,1.56-1.12,2.5-1.54.94-.42,2-.63,3.17-.63,1.72,0,3.09.44,4.09,1.31,1,.87,1.5,2.07,1.5,3.61,0,.97-.2,1.87-.59,2.72-.4.85-.95,1.68-1.66,2.5-.71.82-1.54,1.69-2.48,2.63l-3.85,3.8v.1h9.34v2.07Z"/></svg> </div> <div class="tab-title"> Reducing strokes </div> </div> </button> <button class="tab-wrapper "> <div class="tab"> <div class="tab-image"> <?xml version="1.0" encoding="UTF-8"?><svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 60 60"><defs><style>.cls-1{fill:#caced0;}</style></defs><path class="cls-1" d="m35.51,44.08c0,1.24-.35,2.23-1.03,2.96-.69.73-1.62,1.22-2.79,1.46v.1c1.48.17,2.59.64,3.31,1.4.72.76,1.09,1.75,1.09,2.98,0,1.07-.25,2.02-.75,2.86-.5.84-1.27,1.49-2.32,1.95-1.04.47-2.38.7-4.02.7-.97,0-1.86-.07-2.69-.22-.83-.15-1.62-.41-2.38-.79v-2.12c.78.38,1.61.68,2.51.89.9.22,1.76.32,2.59.32,1.66,0,2.85-.32,3.58-.97.73-.65,1.1-1.54,1.1-2.68s-.45-1.99-1.36-2.5c-.91-.51-2.18-.76-3.82-.76h-1.79v-1.94h1.81c1.52,0,2.67-.32,3.45-.96.78-.64,1.18-1.48,1.18-2.54,0-.9-.3-1.59-.91-2.08s-1.42-.74-2.46-.74-1.85.15-2.56.44c-.71.29-1.41.66-2.1,1.11l-1.14-1.55c.66-.52,1.47-.97,2.44-1.35.97-.38,2.08-.57,3.32-.57,1.93,0,3.37.43,4.31,1.29.94.86,1.41,1.96,1.41,3.29Z"/></svg> </div> <div class="tab-title"> Improving diabetes care </div> </div> </button> <button class="tab-wrapper "> <div class="tab"> <div class="tab-image"> <?xml version="1.0" encoding="UTF-8"?><svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 60 60"><defs><style>.cls-1{fill:#caced0;}</style></defs><path class="cls-1" d="m36.87,54.1h-2.69v4.19h-2.2v-4.19h-8.85v-1.94l8.69-12.44h2.35v12.34h2.69v2.04Zm-4.89-7.86c0-.9.02-1.66.05-2.29.03-.63.06-1.23.08-1.8h-.1c-.14.33-.31.68-.52,1.06-.21.38-.41.7-.6.96l-5.54,7.89h6.62v-5.82Z"/></svg> </div> <div class="tab-title"> Enhancing routine care </div> </div> </button> <button class="tab-wrapper "> <div class="tab"> <div class="tab-image"> <?xml version="1.0" encoding="UTF-8"?><svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 60 60"><defs><style>.cls-1{fill:#caced0;}</style></defs><path class="cls-1" d="m29.64,46.78c1.9,0,3.41.47,4.53,1.42,1.12.95,1.68,2.29,1.68,4.01,0,1.91-.61,3.42-1.82,4.51-1.22,1.1-2.91,1.64-5.08,1.64-.95,0-1.84-.09-2.68-.26-.84-.17-1.54-.42-2.11-.75v-2.15c.62.38,1.38.68,2.26.89.89.22,1.74.32,2.55.32,1.36,0,2.46-.32,3.3-.97.84-.65,1.25-1.65,1.25-3.01,0-1.21-.37-2.13-1.11-2.78-.74-.65-1.91-.97-3.52-.97-.48,0-1.03.04-1.66.13s-1.12.17-1.5.26l-1.14-.72.7-8.72h9.26v2.07h-7.32l-.44,5.36c.29-.05.69-.11,1.19-.18.5-.07,1.05-.1,1.66-.1Z"/></svg> </div> <div class="tab-title"> Identifying respiratory risks </div> </div> </button> </div> <div class="button-next"><i class="fa-solid fa-angle-right"></i></div> </div> <div class="tab-contents"> <div class="tab-section sub_accent_header active"> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner no-padding-top"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <img src="/-/media/iqvia/images/modules/brandworld/1169_female-doctor-showing-digital-tablet-to-senior-patient.png?mw=700&hash=E97CFF11DCC63186EA42EFD27BCB2439" alt="Iqvia Human data science" class="main-image rounded"/> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> Closing care gaps with Social Determinants of Health (SDoH) </h3> <div class="fifty-fifty-redesign__text"> <strong>Challenge:</strong> Social factors such as employment status, financial situation, or stress are useful predictors of health outcomes but are often only captured in unstructured physician notes. For example, NorthShore University HealthSystem found only 0.1% of patient records had these fields completed.<br /> <br /> <strong>Solution:</strong> IQVIA assisted NorthShore with the use of Natural Language Processing (NLP) to assess that unstructured data across multiple sources.<br /> <br /> <strong>Results:</strong> NorthShore is now able to help close care gaps by identifying and screening 56% more at-risk patients. In one example, they were able to identify at least one SDoH risk factor in 30% of their patient population (up from only 0.1%).  </div> <div class="fifty-fifty-redesign__button"> <a class="cta-btn-redesign" href="https://www.iqvia.com/library/case-studies/nlp-closing-care-gaps-using-social-determinants-of-health"> <span class="tile">LEARN MORE ABOUT THIS AWARD-WINNING CASE STUDY</span> <div class="arrow-wrapper"><span class="line"></span><span class="line"></span></div> </a> </div> </div> </div> </div> </div> </section> </div> <div class="tab-section sub_accent_header "> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner no-padding-top"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <img src="/-/media/iqvia/images/modules/brandworld/955_elderly-man-with-cane-chatting-with-female-nurse.jpg?mw=700&hash=60854B7E1EEC483296FD96C6D8F6EF13" alt="Elderly man with cane chatting with female nurse" class="main-image rounded"/> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> Reducing risk of stroke for AFib patients </h3> <div class="fifty-fifty-redesign__text"> <strong>Challenge: </strong>Atrial Fibrillation (AFib) patients are 5x more likely to have a stroke. IQVIA partnered with the UK National Health Service to reduce AFib related strokes through identifying at-risk patients.<br> <br> <strong>Solution:</strong> The risk of stroke for AFib patients was predicted using EMR data including age, gender, and clinical risk factors  (e.g. Congestive Heart Failure, Hypertension, Stroke/Transient Ischemic Attack, Diabetes, Vascular Disease). <br> <br> <strong>Results:</strong> Annul strokes reduced by approximately 22% during the implementation phase compared to the prior period. This also led to an estimated reduction in healthcare costs amounting to an annual savings of approximately $2m.  </div> </div> </div> </div> </div> </section> </div> <div class="tab-section sub_accent_header "> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner no-padding-top"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <img src="/-/media/iqvia/images/modules/brandworld/923_father-and-children-having-breakfast-in-kitchen.jpg?mw=700&hash=7C85A423F8E62E0417E384F9D195FC7A" alt="Father and children having breakfast in kitchen" class="main-image rounded"/> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> Improving care for patients with Type 1 Diabetes </h3> <div class="fifty-fifty-redesign__text"> <strong>Challenge:</strong> Nearly 40% of adults with Type 1 Diabetes are initially misdiagnosed with Type 2. IQVIA worked with the Juvenile Diabetes Research Foundation (JDRF) to identify Type 1 patients most likely to be misdiagnosed.<br> <br> <strong>Solution:</strong> IQVIA developed an AI algorithm on EMR data, to identify misdiagnosed Type 1 among patients with Type 2 at different points in the patient’s treatment journey.<br> <br> <strong>Results:</strong> Inputs into the AI algorithm are routinely collected in EMR data – thus  available within any Healthcare Organization (HCO) providing opportunity to deploy the program at scale. The algorithm is currently being prospectively validated at 4 US HCOs testing 2 different scaling paths. </div> </div> </div> </div> </div> </section> </div> <div class="tab-section sub_accent_header "> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner no-padding-top"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <img src="/-/media/iqvia/images/modules/brandworld/2575_smiling-muslim-family-enjoys-while-drawing-at-home.png?mw=700&hash=8C76C6ADFE697243F31BCFB506ED481A" alt="" class="main-image rounded"/> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> Enhancing routine care for diabetes and CVD </h3> <div class="fifty-fifty-redesign__text"> <strong>Challenge:</strong> The government of one Middle East country is investing in AI to make better healthcare decisions in the diagnosis and treatment of both diabetes and cardiovascular disease. <br /> <br /> <strong>Solution:</strong> IQVIA developed 14 decision support tools that can be used by physicians to help guide screening, improve preventative care and optimise disease management. <br /> <br /> <strong>Results:</strong> The program is being delivered by a cross-functional team of local and global IQVIA experts over a three year period. </div> </div> </div> </div> </div> </section> </div> <div class="tab-section sub_accent_header "> <section class="fifty-fifty-redesign reverse"> <div class="fifty-fifty-redesign__outer" data-aos="fade-up"> <div class="fifty-fifty-redesign__wrapper"> <div class="fifty-fifty-redesign__inner no-padding-top"> <div class="fifty-fifty-redesign__image"> <div class="fifty-fifty-redesign__image-box"> <img src="/-/media/iqvia/images/modules/brandworld/2159_mom-teaching-her-son-biking-at-park.png?mw=700&hash=502945D3B18E79B9DB4A004BA65E770D" alt="" class="main-image rounded"/> </div> </div> <div class="fifty-fifty-redesign__content"> <h3 class="fifty-fifty-redesign__heading"> Identifying patients at risk for respiratory disease </h3> <div class="fifty-fifty-redesign__text"> <strong>Challenge:</strong> A client launched a new product to treat respiratory disease. They needed help identifying patient cohorts with this specific unmet need to then reach physicians most likely to have these patients.<br> <br> <strong>Solution:</strong> IQVIA deployed the AI/ML Platform capability to identify and profile eligible patient populations with unmet needs. The patients were profiled based on sub-national concentration, demographics and other clinical drivers, with focus on physicians treating them.<br> <br> <strong>Results:</strong> Patients predicted for high likelihood to have respiratory disease with 86% precision, while removing approximately 30% of non-target patients from the target population data. Furthermore, a 6-month analysis of patients on this new treatment showed a 17% reduction in uncontrolled disease status. </div> <div class="fifty-fifty-redesign__button"> <a class="cta-btn-redesign" target="_blank" rel="noopener noreferrer" href="https://www.iqvia.com/library/case-studies/improving-patient-profiling-and-physician-targeting"> <span class="tile">LEARN MORE ABOUT THIS CASE STUDY</span> <div class="arrow-wrapper"><span class="line"></span><span class="line"></span></div> </a> </div> </div> </div> </div> </div> </section> </div> </div> </div> </div> </div> </div> </section> <section id="responsibleai"></section> <section class="icon-with-text dark_blue__accent"> <div class="icon-with-text__outer"> <div class="icon-with-text__wrapper"> <div class="icon-with-text-header-content"> <div class="header-content_top"> <h2>Responsible AI</h2> </div> <div class="header-content_bottom"> <div class="content_bottom-left"> <h3 class="bottom-left_text">We work with partners globally to responsibly advance AI</h3> </div> </div> </div> <div class="icon-with-text__inner"> <div class="icon-with-text__image"> <div class="icon-with-text__image-box"> <div class="card-slider"> <div class="card-wrapper"> <div class="tile-container__icon"> <div class="tile card-title clickable-tile"> <div class="tile-icon"> <svg id="Icons" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><defs><style>.cls-1{fill:#231f20;}</style></defs><path class="cls-1" d="M17.32,25.15A10.43,10.43,0,0,1,12.53,24a.49.49,0,0,1-.22-.67.5.5,0,0,1,.67-.22,9.44,9.44,0,0,0,4.34,1A9.62,9.62,0,1,0,7.7,14.54a9.46,9.46,0,0,0,.06,1.07.5.5,0,0,1-1,.11,11.5,11.5,0,0,1-.07-1.18A10.62,10.62,0,1,1,17.32,25.15Z"/><path class="cls-1" d="M17.32,15.78a4,4,0,1,1,4-4A4,4,0,0,1,17.32,15.78Zm0-7a3,3,0,1,0,3,3A3,3,0,0,0,17.32,8.82Z"/><path class="cls-1" d="M23.21,23.05a.5.5,0,0,1-.5-.5c0-4.59-2.71-6.65-5.39-6.65S12.49,18,12,21.12a.49.49,0,0,1-.56.42A.5.5,0,0,1,11,21c.53-3.69,3-6.08,6.28-6.08,3.08,0,6.39,2.4,6.39,7.65A.5.5,0,0,1,23.21,23.05Z"/><path class="cls-1" d="M11,21.51a.5.5,0,0,1-.5-.5V17.45A1.65,1.65,0,0,0,8.81,15.8H8.44a1.65,1.65,0,0,0-1.65,1.65v3.49a.5.5,0,0,1-.5.5.5.5,0,0,1-.5-.5V17.45A2.65,2.65,0,0,1,8.44,14.8h.37a2.65,2.65,0,0,1,2.65,2.65V21A.5.5,0,0,1,11,21.51Z"/><path class="cls-1" d="M11.15,28.08H6.1a2,2,0,0,1-2-2V22.65a2,2,0,0,1,2-2h5.05a1.9,1.9,0,0,1,.41,0,2,2,0,0,1,1.63,2V26A2,2,0,0,1,11.15,28.08ZM6.1,21.61a1,1,0,0,0-1,1V26a1,1,0,0,0,1,1h5.05a1,1,0,0,0,1-1V22.65a1,1,0,0,0-.83-1l-.21,0Z"/><path class="cls-1" d="M8.62,25.46a.5.5,0,0,1-.5-.5V23.85a.5.5,0,0,1,.5-.5.5.5,0,0,1,.5.5V25A.5.5,0,0,1,8.62,25.46Z"/></svg> </div> </div> <div class="tile-container__text"> <div class="tile-container__heading"> <div class="tile-heading card-title"> <h3>Dedicated to privacy, security, trust</h3> </div> </div> <div class="tile-container__body"> <div class="tile-body"> Protecting patients and organizations is our priority. We have internal teams advising on and dedicated to ensuring the highest standards of privacy. </div> </div> <div class="cta-button"> <a class="cta-btn" href="https://www.iqvia.com/about-us/code-of-conduct"> View our Code of Conduct <i class="fa fa-angle-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> <div class="card-wrapper"> <div class="tile-container__icon"> <div class="tile card-title clickable-tile"> <div class="tile-icon"> <svg id="Icons" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><defs><style>.cls-1{fill:#231f20;}</style></defs><path class="cls-1" d="M22.35,27.86a.57.57,0,0,1-.28-.08,7.42,7.42,0,0,0-2-.89c-1-.29-3.05-.89-3.23-3.32a7.18,7.18,0,0,1,.76-3.3A4.53,4.53,0,0,0,18,18.94a2.22,2.22,0,0,0-.93-1.49.51.51,0,0,1-.2-.4.53.53,0,0,1,.19-.4L19.27,15a.42.42,0,0,1,.37-.1A.49.49,0,0,1,20,15a1.3,1.3,0,0,0,1,.5A1.65,1.65,0,0,0,22,15.09a.55.55,0,0,1,.36-.15.52.52,0,0,1,.36.16,1.55,1.55,0,0,0,1,.44,1.3,1.3,0,0,0,1-.5.49.49,0,0,1,.33-.19.44.44,0,0,1,.38.1l2.18,1.7a.51.51,0,0,1,.2.4.52.52,0,0,1-.21.4,2.25,2.25,0,0,0-.92,1.49,4.78,4.78,0,0,0,.43,1.33,7.18,7.18,0,0,1,.76,3.3c-.17,2.43-2.23,3-3.22,3.32a7.78,7.78,0,0,0-2,.89A.54.54,0,0,1,22.35,27.86ZM18.16,17.08A2.74,2.74,0,0,1,19,19a5.28,5.28,0,0,1-.51,1.68,6.27,6.27,0,0,0-.69,2.84c.1,1.44,1,2,2.51,2.42a9,9,0,0,1,2,.86,9.12,9.12,0,0,1,2-.86c1.47-.42,2.4-1,2.51-2.42a6.27,6.27,0,0,0-.69-2.84A5.28,5.28,0,0,1,25.69,19a2.73,2.73,0,0,1,.85-1.9L25.17,16a2.25,2.25,0,0,1-1.4.53,2.5,2.5,0,0,1-1.41-.46,2.54,2.54,0,0,1-1.42.46,2.25,2.25,0,0,1-1.4-.53Z"/><path class="cls-1" d="M18.78,27.93h-13A1.64,1.64,0,0,1,4.09,26.3V9.39A1.65,1.65,0,0,1,5.73,7.75H8.4a.5.5,0,0,1,.5.5.5.5,0,0,1-.5.5H5.73a.64.64,0,0,0-.64.64V26.3a.64.64,0,0,0,.64.63H18.78a.65.65,0,0,0,.63-.5.5.5,0,1,1,1,.2A1.63,1.63,0,0,1,18.78,27.93Z"/><path class="cls-1" d="M19.92,15.9a.5.5,0,0,1-.5-.5v-6a.64.64,0,0,0-.64-.64H16.12a.5.5,0,0,1-.5-.5.5.5,0,0,1,.5-.5h2.66a1.65,1.65,0,0,1,1.64,1.64v6A.5.5,0,0,1,19.92,15.9Z"/><path class="cls-1" d="M16,10.5H8.53A.5.5,0,0,1,8,10V7.71A1.53,1.53,0,0,1,9.61,6.23h.57a2.17,2.17,0,0,1,2.07-2.16,2.17,2.17,0,0,1,2.08,2.16h.57a1.53,1.53,0,0,1,1.58,1.48V10A.5.5,0,0,1,16,10.5Zm-7-1h6.45V7.71a.55.55,0,0,0-.58-.48H13.79A.51.51,0,0,1,13.4,7a.53.53,0,0,1-.1-.42,1.5,1.5,0,0,0,0-.29,1.18,1.18,0,0,0-1.08-1.26,1.17,1.17,0,0,0-1.07,1.26,1.5,1.5,0,0,0,0,.29.53.53,0,0,1-.1.42.51.51,0,0,1-.39.19H9.61A.55.55,0,0,0,9,7.71Z"/><path class="cls-1" d="M17.87,15.38H10.75a.5.5,0,0,1-.5-.5.5.5,0,0,1,.5-.5h7.12a.5.5,0,0,1,.5.5A.5.5,0,0,1,17.87,15.38Z"/><path class="cls-1" d="M7.83,15.38a.5.5,0,0,1-.35-.14L6.29,14.05a.5.5,0,0,1,0-.71.48.48,0,0,1,.7,0l.84.84,2.49-2.49a.5.5,0,0,1,.7,0,.5.5,0,0,1,0,.71L8.18,15.24A.5.5,0,0,1,7.83,15.38Z"/><path class="cls-1" d="M17.87,20.35H10.75a.5.5,0,0,1,0-1h7.12a.5.5,0,0,1,0,1Z"/><path class="cls-1" d="M7.83,20.35a.47.47,0,0,1-.35-.15L6.29,19a.49.49,0,0,1,.7-.7l.84.83,2.49-2.48a.49.49,0,1,1,.7.7L8.18,20.2A.47.47,0,0,1,7.83,20.35Z"/><path class="cls-1" d="M17.41,25.32H10.75a.5.5,0,0,1-.5-.51.49.49,0,0,1,.5-.49h6.66a.5.5,0,1,1,0,1Z"/><path class="cls-1" d="M7.83,25.32a.47.47,0,0,1-.35-.15L6.29,24a.5.5,0,0,1,0-.71.5.5,0,0,1,.7,0l.84.84,2.49-2.49a.5.5,0,0,1,.7,0,.5.5,0,0,1,0,.71L8.18,25.17A.47.47,0,0,1,7.83,25.32Z"/></svg> </div> </div> <div class="tile-container__text"> <div class="tile-container__heading"> <div class="tile-heading card-title"> <h3>Commitment to regulatory alignment</h3> </div> </div> <div class="tile-container__body"> <div class="tile-body"> We work with organizations like the World Economic Forum to help shape global AI policy and regulations and regularly publish materials on best practices. </div> </div> </div> </div> </div> <div class="card-wrapper"> <div class="tile-container__icon"> <div class="tile card-title clickable-tile"> <div class="tile-icon"> <svg id="Icons" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><defs><style>.cls-1{fill:#231f20;}</style></defs><path class="cls-1" d="M8.16,26.05H4.94a.51.51,0,0,1-.5-.5v-15a.53.53,0,0,1,.15-.36A.5.5,0,0,1,4.94,10H8.16a.5.5,0,0,1,.5.5v15A.5.5,0,0,1,8.16,26.05Zm-2.72-1H7.66V11H5.44Z"/><path class="cls-1" d="M14.48,26.05H11.26a.51.51,0,0,1-.5-.5V12.3a.51.51,0,0,1,.5-.5h3.22a.5.5,0,0,1,.5.5V25.55A.5.5,0,0,1,14.48,26.05Zm-2.72-1H14V12.81H11.76Z"/><path class="cls-1" d="M20.8,26.05H17.58a.51.51,0,0,1-.5-.5v-20a.51.51,0,0,1,.15-.35.53.53,0,0,1,.35-.15h3.23a.49.49,0,0,1,.49.5v20A.5.5,0,0,1,20.8,26.05Zm-2.72-1H20.3v-19H18.08Z"/><path class="cls-1" d="M27.12,26.05H23.91a.5.5,0,0,1-.5-.5V15.24a.54.54,0,0,1,.14-.36.52.52,0,0,1,.36-.14h3.21a.5.5,0,0,1,.5.5V25.55A.5.5,0,0,1,27.12,26.05Zm-2.71-1h2.21V15.74H24.41Z"/><path class="cls-1" d="M29.39,26.05H2.49a.51.51,0,0,1-.5-.5.5.5,0,0,1,.5-.5h26.9a.5.5,0,0,1,.5.5A.5.5,0,0,1,29.39,26.05Z"/></svg> </div> </div> <div class="tile-container__text"> <div class="tile-container__heading"> <div class="tile-heading card-title"> <h3>Driving & adhering to global data standards</h3> </div> </div> <div class="tile-container__body"> <div class="tile-body"> Driving data standards across the industry and adhering to standards like FAIR Principles is critical to reliable and responsible use of data. </div> </div> </div> </div> </div> <div class="card-wrapper"> <div class="tile-container__icon"> <div class="tile card-title clickable-tile"> <div class="tile-icon"> <svg id="Icons" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><defs><style>.cls-1{fill:#231f20;}</style></defs><path class="cls-1" 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class="cls-1" d="M11.26,16.65H6.71a.5.5,0,0,1-.5-.5.5.5,0,0,1,.5-.5h4.55a.5.5,0,0,1,.5.5A.5.5,0,0,1,11.26,16.65Z"/><path class="cls-1" d="M11.11,23.74A1.75,1.75,0,1,1,12.86,22,1.76,1.76,0,0,1,11.11,23.74Zm0-2.5a.75.75,0,1,0,.75.75A.76.76,0,0,0,11.11,21.24Z"/><path class="cls-1" d="M16,22.49H12.52a.5.5,0,0,1,0-1H16a.5.5,0,0,1,0,1Z"/><path class="cls-1" d="M10.07,13a1.75,1.75,0,1,1,1.75-1.75A1.74,1.74,0,0,1,10.07,13Zm0-2.49a.75.75,0,1,0,.75.74A.74.74,0,0,0,10.07,10.47Z"/></svg> </div> </div> <div class="tile-container__text"> <div class="tile-container__heading"> <div class="tile-heading card-title"> <h3>Contributing to the development of AI </h3> </div> </div> <div class="tile-container__body"> <div class="tile-body"> IQVIA is committed to advancing the latest thinking on AI. With an intellectually rigorous approach, we have published more than 200 AI scientific publications to date. </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </section> <section class="single-card-redesign"> <div class="single-card_outer"> <div class="single-card_wrapper"> <div class="single-card_inner"> <div class="single-card_container"> <div class="single-card_item card-link"> <div class="single-card_image-box"> <img src="/-/media/iqvia/images/modules/brandworld/548_custom-photo_data-points-on-large-screen.jpg?h=534&iar=0&mw=800&w=800&hash=8C6FF794010728DD47160249B680786C" alt="patent intelligence" DisableWebEdit="False" /> </div> <div class="single-card_content"> <h2 class="single-card_heading"> Pragmatic Application of Healthcare AI Governance </h2> <div class="single-card_description"> <p>This document explores regulatory frameworks and guidelines for Artificial Intelligence (AI), highlights common foundational principles of best practice, and provides tangible examples of data and analytics management approaches to meet some of these best practice guidelines.</p> </div> <div class="single-card__cta"> <a class="cta-btn-redesign" target="_blank" href="https://www.iqvia.com/library/white-papers/pragmatic-application-of-healthcare-ai-governance"> <span class="tile">LEARN MORE</span> <div class="arrow-wrapper"><span class="line"></span><span class="line"></span></div> </a> </div> </div> </div> </div> </div> </div> </div> </section> <section class="single-card-redesign"> <div class="single-card_outer"> <div class="single-card_wrapper"> <div class="single-card_inner"> <div class="single-card_container"> <div class="single-card_item card-link"> <div class="single-card_image-box"> <img src="/-/media/iqvia/images/modules/brandworld/2057_male-doctor-using-tablet-standing-in-hospital.png?h=534&iar=0&mw=800&w=800&hash=3FE48F5E374D830B94F7B0B2E36246B8" alt="" DisableWebEdit="False" /> </div> <div class="single-card_content"> <h2 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