Clinical Data Analytics Suite
Discover intelligent insights from streamlined data and sophisticated analytics to transform trial workflows.
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As a global community, IQVIA continuously invests and commits to advancing human health.
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SOLUTIONS
Research & Development
Real World Evidence
Commercialization
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Technologies
LIFE SCIENCE SEGMENTS
Consumer Health
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THERAPEUTIC AREAS
Cardiovascular
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GI & Hepatology
Infectious Diseases & Vaccines
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Impacting People's Lives
Harness the power to transform clinical development
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.
Research & Development Overview
Real World Evidence. Real Confidence. Real Results.
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.
REAL WORLD EVIDENCE OVERVIEW
Real World & Health Data Sets
Real World & Health Data Sets (desc)
Medical Affairs
Medical Affairs (desc)
IQVIA Health Communications Group
IQVIA Health Communications Group (desc)
Health Data Apps & AI
Health Data Apps & AI (desc)
Health Data Transformation
Health Data Transformation (desc)
Study Design
Study Design (desc)
Evidence Networks
Evidence Networks (desc)
Health Economics & Value
Health Economics & Value (desc)
Regulatory and Safety
Regulatory and Safety (desc)
Natural Language Processing
Natural Language Processing (desc)
Real World Evidence Library
Real World Evidence Library (desc)
See markets more clearly. Opportunities more often.
Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.
COMMERCIALIZATION OVERVIEW
Service driven. Tech-enabled. Integrated compliance.
Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.
COMPLIANCE OVERVIEW
Intelligence that transforms life sciences end-to-end.
When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.
TECHNOLOGIES OVERVIEW
Orchestrated Clinical Trials
Orchestrated Clinical Trials (desc)
Customer Engagement
Customer Engagement (desc)
Commercial Compliance
Commercial Compliance (desc)
Safety, Regulatory, Quality Compliance
Safety, Regulatory, Quality Compliance (desc)
Developer
Developer (desc)
Partner Programs
Partner Programs (desc)
Technology Insights
Technology Insights (desc)
The IQVIA difference
CLINICAL PRODUCTS
Planning Suite
Grant Plan
Site Suite
Clinical Trial Payments
Investigator Site Portal
One Home for Sites
Patient Engagement Suite
Electronic Clinical Outcome Assessment (eCOA)
Interactive Response Technology (IRT)
Clinical Data Analytics Solutions
COMMERCIAL PRODUCTS
Information Management
Launch Strategy & Management
Pricing & Market Access
Brand Strategy & Management
Promotional Engagement
Performance Management & Insights
Orchestrated Analytics
Next Best Action
Customer Engagement (OCE)
Patient Engagement and Support
COMPLIANCE, SAFETY, REG PRODUCTS
IQVIA Vigilance Platform
Commercial Compliance
Regulatory Compliance
RIM Smart
Quality Compliance
SmartSolve eQMS
Safety & Pharmacovigilance
REAL WORLD PRODUCTS
Health Data Apps & AI
Analytics Research Accelerator
Expert Ecosystem
AI Patient & HCP Profiling- Commercial
AI Patient & Provider Profiling- Med Affairs
AI Patient & HCP Profiling- Healthcare
Natural Language Processing
Market Access Insights
Direct-to-Patient Research
CASE STUDY
BLOGS, WHITE PAPERS & CASE STUDIES
Explore our library of insights, thought leadership, and the latest topics & trends in healthcare.
DISCOVER INSIGHTS
THE IQVIA INSTITUTE
An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.
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WE'RE HIRING
At IQVIA your potential has no limits. We thrive on bold ideas and fearless innovation. Join us in reimagining what’s possible.
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Explore IQVIA by region
As a global community, IQVIA continuously invests and commits to advancing human health.
Americas
Europe
Asia & Oceania
Middle East & Africa
EMEA Thought Leadership
White Paper
From Data Management to Data Science
How an AI/ML data strategy for life sciences can deliver better business outcomes
Aug 01, 2022
- Library
- From Data Management to Data Science
The shift from point solutions and manual tasks to a streamlined, connected, AI/ML driven data strategy can seem overwhelming. But a well-defined crawl/walk/run/fly approach can ease the transition and win over skeptics. This white paper shares how taking a staged approach to automation can ease the transition and help move your data teams from data management to data science.
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