Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
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Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.
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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.
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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.
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Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.
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Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.
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When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.
TECHNOLOGIES OVERVIEWExplore our library of insights, thought leadership, and the latest topics & trends in healthcare.
DISCOVER INSIGHTSAn in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.
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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.
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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.
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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.
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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.
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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.
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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.
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Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.
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"At IQVIA your potential has no limits. We thrive on bold ideas and fearless innovation. Join us in reimagining what’s possible.
VIEW ROLESAs the talent shortage of formally trained data scientists continues, it is more critical than ever to democratize data science by empowering business users to refine and optimize algorithms without delving into code.
Non-technical individuals who use data science tools to solve business problems are commonly referred to as ‘Citizen Data Scientists’. They provide the industry experience and local business knowledge that a data scientist may lack but need support with more technical components. One option is to provide algorithm templates that can be reused and tweaked for different use cases.
Organizations realize that the key to scaling data science is to increase collaboration between data scientists and citizen data scientists. When the technical skills of data scientists are combined with the domain knowledge of business users, the result is reduced effort and increased efficiency. Historically, the common approach was to upskill data scientists to understand business problems. With the rise of citizen data scientists, the opposite is true where business users are equipped with extendable machine learning and the ability to customize parameters in algorithms for various needs.
IQVIA now offers new insight-driven omnichannel accelerators, including our Customer 360 Feature Designer and Algorithm Studio, that help productize machine learning algorithms for faster scaling to multiple therapy areas, brands, and markets.
Customer 360 Feature Designer acts as the interface between individual algorithms and the data they run on: collating all information from the data warehouse or real-time pipelines and deploying to each model as required. It removes the need for individual model pipelines per algorithm removing duplicated effort and provides visibility into data lineage and governance while also making algorithms easier to share and reuse across teams.
Algorithm Studio provides templated pharma-specific algorithms that enable greater flexibility, for example allowing business users to easily change the number of channels included in a Next Best Sequence algorithm. It also allows configurability for specific parameters within each algorithm to fine-tune deployment.
These components help overcome common challenges of achieving algorithm extendibility, such as data variation by market and localized business rule requirements. Our vision is to close the gap between business users and ML engineers by encouraging the co-creation of initial algorithm shells, which can then be deployed entirely by the business user within Algorithm Studio. Closing this gap allows faster scaling, but also ensures the expertise of both data scientists and business users is leveraged to maximize success.
Productized machine learning is a giant leap towards empowering business users and managing the workload of data scientists with the end goal of scaling and democratizing data science across the organization. Explore the Orchestrated Analytics webpage to learn more.
Get alignment on what to measure, eliminate duplicative reporting and make complex data easier to manage with our easy-to-deploy analytics suite.
Turn insight into action by surfacing behavior-changing intelligence within daily workflows to deliver the right message at the best time for greater HCP satisfaction.
IQVIA Orchestrated Analytics connects actionable, intelligent insights across commercial teams to empower improved strategic decision making.
Connect data across your organization with master data management and data warehouse capabilities, and transform the way you make business decisions.
Combine data science, technology, and analytics driven by artificial intelligence to support new efficiencies and business insights -- without additional capital investment.
