IQVIA

Simulate patient, clinical trial and market outcomes to test decisions, choose stronger options and avoid costly rework.

Identify development risks earlier, prevent delays and make faster decisions to accelerate clinical development planning and delivery.

IQVIA.ai helps life sciences organizations streamline workflows, accelerate research and analysis, and make more confident, timely decisions.

Helps life sciences field teams plan and deliver higher-impact, compliant HCP engagements with real-time insights and curated healthcare data.

Connects global market intelligence to help customers understand market shifts, refine launch strategies and identify emerging opportunities.

Helps life sciences companies make better commercial decisions.

Helps commercial teams improve precision, speed and business impact across workflows and customer journey activities.

Accelerates scientific literature reviews while reducing screening effort and producing rigorous, traceable outputs.

Enables health data use while helping protect individual privacy, including through deployment within England's NHS Federated Data Platform.

Supports regulatory compliance and global approvals to help enable timely access to healthcare products.

Optimizes clinical trial medicine supply to sites with real-time analytics and automation, helping reduce deliveries and site stockouts.

Helps identify patients who may have misdiagnosed or misclassified type 1 diabetes while reducing screening burden.

Helps emerging biopharma organizations advance commercialization, improve market access and stakeholder engagement, and maximize asset value from prioritization through growth.

Optimize clinical trials, reduce risk and support faster delivery of life-changing therapies with connected data, technology, analytics and R&D services.

Turn real-world information into evidence that supports smarter decisions and helps address clinical, regulatory and commercial questions.

Improve commercial decisions, strengthen engagement and support brand growth with data, analytics, technology and expertise.

Streamline safety and compliance work, manage regulatory requirements, and address changing stakeholder demands and cost constraints.

Use AI-driven technology and analytics to support greater efficiency and generate business insights without additional capital investment.

Bring research to patients at home while supporting recruitment, retention, faster study timelines and improved data quality.

Turns patient claims data into launch insights to help emerging biopharma companies make faster pre-launch decisions and reduce costs.

End-to-end clinical trial execution and data management across early‑phase through Phase II–IV, including decentralized/hybrid trials, bioanalytical services, pharmacovigilance, and CDMS implementation to accelerate timelines and improve data quality.

Products: Research & Development Solutions, Predictive Clinical Development, IQVIA Virtual Research, IQVIA IRT Supply Automation Value Engine (SAVE), IQVIA Life Science Models, IQVIA.ai

Data, analytics and services that help life sciences companies plan product launches, assess markets, establish pricing and access strategies, and improve field execution and healthcare professional engagement.

Products: Commercialization solutions, IQVIA Commercial Agentic AI, IQVIA Emerging Biopharma Analytics, IQVIA Emerging Biopharma Commercial Solutions, IQVIA Explorer, IQVIA Field Force Agent, IQVIA Global Market Insights Agent, IQVIA Life Science Models, IQVIA.ai

Generation, analysis, and integration of real‑world data and health economics and outcomes research to support regulatory submissions, payer evidence, and value demonstration.

Products: Real World Evidence solutions, IQVIA Literature AI Platform, IQVIA Life Science Models, IQVIA Virtual Research, IQVIA.ai

Services and platforms that help life sciences organizations manage drug safety, regulatory information, approvals, quality requirements and compliance with engagement and transparency obligations.

Products: Safety and regulatory compliance solutions, IQVIA SmartSolve RIM, Real World Evidence solutions

Platforms that help healthcare and life sciences organizations use sensitive health data for research and analytics while protecting individual privacy.

Products: IQVIA Privacy Analytics Platform

IQVIA Life Science Models

IQVIA Life Science Models combine longitudinal patient data, biomedical knowledge and predictive AI to simulate outcomes across patients, clinical trials and markets. Life sciences teams can test clinical and commercial decisions before making them, helping them choose stronger options, avoid costly rework and move forward with confidence.

• Test Clinical Study Decisions
  Explore study outcomes before making clinical decisions, helping teams choose stronger options and avoid costly rework.
• Simulate Patient Outcomes
  Model outcomes across patients to evaluate potential scenarios and make more informed decisions.
• Evaluate Market Decisions
  Simulate markets to examine commercial choices and select stronger options with greater confidence.
• Combine Data, Knowledge, And AI
  Bring together longitudinal patient data, biomedical knowledge and predictive AI to power simulations across patients, studies and markets.

Predictive Clinical Development

Predictive Clinical Development helps identify and address development risks early to prevent delays and accelerate clinical development planning and delivery. It brings AI and clinical development expertise together with connected data, technology and analytics to optimize trials, support faster decision-making and reduce risk.

• Identify Risks Earlier
  Earlier visibility into development risks helps teams address potential issues before they lead to delays.
• Accelerate Development Delivery
  Faster decision-making and more efficient execution help teams move clinical development planning and delivery forward more quickly.
• Prevent Development Delays
  By helping identify and address risks early, the solution supports actions intended to prevent delays and improve execution.
• Connect Data And Analytics
  Connecting data, technology and analytics supports trial optimization, faster decision-making and reduced development risk.

IQVIA.ai

IQVIA.ai is a unified agentic AI platform purpose-built for life sciences. It combines conversational AI with ready-to-use and configurable intelligent agents, AI-driven workflow automation, advanced analytics and decision support. The platform coordinates tasks and insights across data sources and functions, supporting clinical, commercial and real-world workflows. It is designed to operate securely and in alignment with healthcare regulatory, privacy and quality standards.

Category: AI Agent Platforms

• Scale AI Within Healthcare Standards
  IQVIA.ai is designed to operate securely and align with healthcare regulatory, privacy and quality standards, supporting responsible AI adoption at scale.
• Deploy Agents For Life Sciences Workflows
  Organizations can securely access, deploy and scale IQVIA-powered agents, including ready-to-use and configurable agents designed for life sciences workflows.
• Automate And Streamline Complex Operations
  The platform brings AI-driven automation into operational workflows to help organizations streamline complex work.
• Coordinate Tasks Across Data And Functions
  The platform coordinates tasks and insights across multiple data sources and functions, bringing intelligence and execution together under one platform.
• Research And Generate Through One Conversation
  A single conversational experience lets users research, analyze and generate outputs on the platform.
• Analyze Data For Actionable Insights
  Advanced analytics within the unified platform helps organizations analyze data and access insights across their work.
• Support Timely, Confident Decisions
  Decision support is integrated into the platform to help organizations make more confident, timely decisions.
• Learn From Operational Feedback
  IQVIA.ai is designed to continuously learn from complex operational feedback.

IQVIA Field Force Agent

IQVIA Field Force Agent is an AI-powered assistant that helps life sciences field teams plan and execute high-impact, compliant HCP engagements. It delivers real-time insights using IQVIA’s curated, agent-ready healthcare data, including IQVIA OneKey, to support smarter segmentation, dynamic targeting, and deeper HCP and HCO profiling.

• Plan Compliant HCP Engagements
  Support field teams in planning and carrying out high-impact engagements with healthcare professionals while maintaining compliance.
• Support Field Team Work
  Give life sciences field teams AI-powered assistance for planning and executing HCP engagements.
• Guide Engagements With Insights
  Provide timely insights that help field teams make informed plans and execute HCP engagements.
• Ground Decisions In Curated Data
  Use IQVIA’s curated, agent-ready healthcare data, including IQVIA OneKey HCP/HCO reference data, to support segmentation, targeting and profiling.
• Segment HCPs More Effectively
  Use curated healthcare data to support smarter segmentation of healthcare professionals.
• Target HCPs Dynamically
  Support dynamic targeting of healthcare professionals as field teams plan and execute engagements.
• Deepen HCP And HCO Profiles
  Draw on curated healthcare data to build deeper profiles of HCPs and HCOs for field engagement planning.

IQVIA Global Market Insights Agent

IQVIA Global Market Insights (GMI) Agent uses agentic AI to provide a unified view of the global market landscape and answer multidimensional questions. It analyzes market shifts using real-time HCP sentiment, supports launch strategy optimization with competitive intelligence, identifies trends across sales, promotional channels and physician engagement, and provides forward-looking insights through pipeline analysis and loss-of-protection timelines.

• Unify Global Market Insights
  Bring market information into a unified view to support multidimensional questions and a broader understanding of the global landscape.
• Track Market Shifts
  Use real-time HCP sentiment to analyze market shifts and inform a timely understanding of changing conditions.
• Refine Launch Strategies
  Apply competitive intelligence to support the optimization of launch strategies.
• Identify Sales Trends
  Surface trends across sales to help customers spot patterns relevant to market opportunities.
• Identify Channel Trends
  Reveal trends across promotional channels to help customers understand market activity.
• Identify Engagement Trends
  Surface trends across physician engagement to help customers recognize relevant market patterns.
• Assess Pipeline Insights
  Use pipeline analysis to gain forward-looking market insights.
• Review Protection Timelines
  Use loss-of-protection timelines as part of a forward-looking view of the market.

IQVIA Explorer

IQVIA Explorer is a commercial decision-support product announced by IQVIA to help life sciences companies make better commercial decisions.

IQVIA Commercial Agentic AI

IQVIA Commercial Agentic AI provides AI agents designed specifically for commercial teams, supporting planning, engagement and execution across the customer journey. It helps enhance precision, speed and business impact across commercial workflows.

Category: AI Agent Platforms

• Improve Workflow Precision And Speed
  Apply AI agents to commercial workflows to improve precision and speed and support greater business impact.
• Support Planning Engagement And Execution
  Help commercial teams plan, engage and execute across the customer journey.

IQVIA Literature AI Platform

An agentic system built specifically for scientific literature review. It accelerates the process from search to synthesis while delivering rigorous, traceable outputs aligned with established quality standards.

• Find Relevant Literature
  The platform supports scientific literature search and demonstrated 100% recall in search in the reported evaluation.
• Screen Documents Precisely
  The platform helps screen documents and demonstrated 93% or higher precision in document screening in the reported evaluation.
• Reduce Screening Workload
  By automating parts of literature review, the platform reduced screening workload by more than 90% compared with manual review in the reported evaluation.
• Accelerate Literature Synthesis
  The platform accelerates the process from literature search to synthesis, supporting a more streamlined scientific literature review.
• Produce Traceable Outputs
  The platform provides rigorous, traceable literature-review outputs aligned with established quality standards.

IQVIA Privacy Analytics Platform

A platform that enables privacy-preserving use of data, including deployment within England's NHS Federated Data Platform.

• Enable Privacy-Preserving Data Use
  Use health data while protecting individual privacy.
• Deploy Within Federated Health Data Infrastructure
  Deployment within England's NHS Federated Data Platform supports use of the platform in a federated health data environment.

IQVIA SmartSolve RIM

IQVIA SmartSolve RIM is an AI-enabled regulatory information management platform that supports global regulatory approvals, compliance, and timely access to healthcare products.

• Manage Regulatory Information
  Centralizes regulatory information management in a platform designed to support regulatory activities.
• Support Global Approvals
  Supports global regulatory approval processes, helping organizations work toward timely access to healthcare products.
• Strengthen Regulatory Compliance
  Supports regulatory compliance as organizations manage requirements related to healthcare products.

IQVIA IRT Supply Automation Value Engine (SAVE)

A clinical trial supply program that uses real-time analytics and automation to optimize the supply of trial medicines to sites, reduce deliveries, and help prevent sites from running out of needed medicines.

• Monitor And Optimize Supply
  Real-time analytics support monitoring and optimization of clinical trial medicine supply to sites.
• Reduce Drug Supply Deliveries
  Reducing deliveries helps optimize the movement of trial medicines to sites.
• Reduce Site Medicine Stockouts
  Reducing stockouts helps trial sites avoid running out of medicines needed for clinical trials.
• Automate Clinical Supply Management
  Automation supports the management of clinical trial medicine supply to sites.

AI-enabled clinical decision support tool for type 1 diabetes

An AI-enabled clinical decision support tool developed in collaboration with Breakthrough T1D to identify patients who may have misdiagnosed or misclassified type 1 diabetes.

• Identify Potentially Misdiagnosed Patients
  Helps identify patients who may have misdiagnosed or misclassified type 1 diabetes.
• Reduce Screening Burden
  The tool reportedly reduced screening burden by 99.5%, requiring substantially fewer patient assessments.

IQVIA Emerging Biopharma Commercial Solutions

A dedicated IQVIA offering for emerging biopharma organizations, combining integrated data, expertise and purpose-built teams to support the journey from market prioritization through execution and from launch through growth. Its Asset Maximizer Commercial Success Framework provides an end-to-end commercialization roadmap to strengthen asset value, access, adoption and execution. The offering supports differentiation, stakeholder engagement, connected intelligence and operational excellence.

• Guide Asset Commercialization
  Use a structured roadmap to address commercialization challenges and support an asset’s progress from launch toward sustained commercial success.
• Coordinate Lifecycle Execution
  Work with dedicated teams across commercial phases to connect market prioritization, launch and growth activities, with support tailored to an asset’s journey.
• Differentiate Asset Value
  Build and communicate a distinct value proposition using scientific storytelling, brand messaging and coordinated communications to help an asset stand out.
• Advance Market Access
  Coordinate evidence, pricing, reimbursement and stakeholder engagement strategies to support access and adoption across the commercialization journey.
• Uncover Commercial Opportunities
  Connect data, Healthcare-grade AI and analytics to identify opportunities, inform decisions and monitor performance throughout commercialization.
• Personalize Stakeholder Engagement
  Coordinate targeted, data-driven communications across channels to deliver relevant messages to stakeholders at the appropriate time.
• Scale Commercial Operations
  Apply disciplined execution, clear governance and operational rigor to support scalable commercialization and long-term growth.
• Build Launch Capabilities
  Establish commercial infrastructure and coordinate workstreams, teams, governance, readiness and deployment to support launch execution.

Research & Development Solutions

IQVIA’s Research & Development solutions connect data, technology and analytics to optimize clinical trials, support faster decision-making and reduce risk. The offering spans early-phase and Phase IIb/III trials, patient- and site-centric tools and services, functional trial services, specialty and central laboratories, and R&D consulting. It also includes clinical development services for biotechnology companies delivered by specialized, dedicated teams, with therapeutically aligned support, patient and site services, laboratories and R&D consulting.

• Optimize Trials And Reduce Risk
  Connect trial data, technology and analytics to support optimized trials, faster decision-making and reduced risk.
• Advance Programs To Milestones
  Apply therapeutic expertise through dedicated teams to support clinical programs as they progress toward their next milestone.
• Establish Proof Of Concept Faster
  Use early clinical development strategies to track new-drug impact and establish proof of concept faster.
• Navigate Complex Later-Phase Trials
  Use advanced AI and technology to address regulatory complexity and support enrollment strategies and patient engagement in Phase IIb/III trials.
• Improve Recruitment And Study Execution
  Support patients and trial sites with tools and services intended to improve recruitment, engagement and study execution.
• Connect Trial Delivery
  Bring people, processes and technology together through agile, data-driven trial solutions for faster, smarter R&D delivery.
• Optimize R&D Strategy
  Use data, analytics, AI-powered technology and expertise to optimize R&D strategy, reduce risk and support compliance.
• Access Specialized Lab Expertise
  Access specialty and central laboratory solutions with scientific rigor and expertise in biomarkers and antibody drug discovery.

Real World Evidence solutions

IQVIA generates and disseminates real-world evidence to address clinical, regulatory and commercial questions and support informed decisions. Its solutions include real-world and healthcare data, study design, evidence networks, health economics and value, and regulatory and safety support. IQVIA also draws on information from past trials, patient-reported outcomes and other sources to support research and evidence generation across the product lifecycle.

• Answer Critical Questions With Evidence
  Generate and disseminate evidence to address clinical, regulatory and commercial questions, supporting smarter decisions and stakeholder needs.
• Explore Data For Lifecycle Insights
  Explore global real-world data and healthcare information to gain insights across the product lifecycle and support research.
• Design Studies With Emerging Evidence Methods
  Use emerging data sources and evidence methods to support studies intended to demonstrate a product’s value and safety.
• Enrich Studies Through Evidence Networks
  Tap into evidence networks across oncology, neurology, immunology and other therapy areas to enrich studies.
• Demonstrate Product Value With Clearer Evidence
  Access clearer, more compelling support to demonstrate the value of a product.
• Address Regulatory And Safety Needs
  Access support for regulatory, safety and compliance needs across the product journey from concept to market.

Commercialization solutions

IQVIA's commercialization solutions combine data, analytics, technology and domain expertise to help organizations transform market strategy and execute precisely. The offering includes brand and portfolio strategy, launch management, commercial analytics, data and information management, HCP and patient engagement, omnichannel communications, pricing and market access, and optimization for established brands. Scalable resources and analytics powered by machine learning and artificial intelligence support commercial effectiveness across the product lifecycle.

• Improve Commercial Decisions
  Use precise insights and fact-based decision-making to support commercial effectiveness and growth.
• Strengthen Product Launches
  Apply launch strategies and insights to support launch performance and realize market potential.
• Shape Brand Strategy
  Support proactive brand growth and maximize brand impact across the product lifecycle.
• Use Quality Data
  Apply quality data to inform business strategies, improve engagement decisions and identify opportunities.
• Apply AI-Powered Analytics
  Use analytics powered by machine learning and artificial intelligence to support commercial strategy and execution.
• Engage Healthcare Professionals
  Support precise healthcare professional engagement to strengthen brand share of voice and produce measurable results.
• Support Patient Engagement
  Help improve adherence and disease understanding through patient engagement and support.
• Support Market Access
  Clarify how payers, providers and patients define value and support access for new and innovative products.
• Defend Brand Market Share
  Use established-brand approaches to defend market share and maximize value across global markets.
• Personalize Cross-Channel Communications
  Coordinate personalized communications across channels to support precise and efficient engagement.

Safety and regulatory compliance solutions

IQVIA combines technology, services and analytics-driven offerings to help organizations address changing stakeholder demands and cost constraints across safety, regulatory, quality and commercial compliance. The solutions include automated drug safety and pharmacovigilance, regulatory management, enterprise quality management, and processes for compliance with global engagement and transparency regulations and codes.

• Streamline Safety Work And Reduce Costs
  Automation helps streamline end-to-end safety solutions while reducing the costs of safety operations.
• Automate And Standardize Regulatory Management
  Automate and standardize regulatory management activities, including correspondence, commitments, registration and tracking.
• Manage Quality Across Your Organization
  Manage quality across the organization with enterprise software that addresses manufacturing oversight and regulatory requirements.
• Manage Global Engagement And Transparency Compliance
  Work with compliance experts to create, implement and manage efficient processes that support compliance with global engagement and transparency regulations and codes.

IQVIA Technologies

IQVIA Technologies combines data science, technology and analytics driven by artificial intelligence to support new efficiencies and business insights. The offering is designed to provide these capabilities without additional capital investment.

• Combine Data Science, Technology, And AI
  Bring together data science, technology and artificial intelligence-driven analytics in one offering to support business needs.
• Support New Operational Efficiencies
  Use IQVIA Technologies' data-science, technology and analytics capabilities to support new efficiencies in business operations.
• Generate Business Insights
  Apply the offering's combined data science, technology and AI-driven analytics to support the generation of business insights.
• Access Capabilities Without Additional Capital Investment
  Access data-science, technology and analytics capabilities intended to support efficiencies and business insights without additional capital investment.

IQVIA Virtual Research

IQVIA Virtual Research brings clinical trials and real-world studies to patients at home. The service is designed to boost recruitment and retention, speed timelines and improve data quality.

• Bring Research To Patients
  Patients can participate in clinical trials and real-world studies at home.
• Boost Study Recruitment
  Virtual research is designed to support recruitment by bringing trials and real-world studies to patients at home.
• Support Participant Retention
  Virtual research is designed to support retention by bringing trials and real-world studies to patients at home.
• Speed Study Timelines
  Bringing trials and real-world studies to patients at home is intended to help speed timelines.
• Improve Data Quality
  IQVIA Virtual Research is intended to improve data quality in trials and real-world studies.

IQVIA Emerging Biopharma Analytics

IQVIA Emerging Biopharma Analytics supports commercial and launch planning with advanced analytics. A featured case study describes using patient claims data to generate actionable launch insights, helping an emerging biopharma company accelerate pre-launch decision-making and reduce costs.

• Turn Claims Data Into Insights
  Analysis of patient claims data helps transform complex information into actionable insights for launch planning.
• Accelerate Pre-Launch Decisions
  Insights derived from patient claims data support faster pre-launch decision-making and commercial planning.
• Deploy Analytics In Weeks
  The case study describes deploying advanced analytics in four weeks, demonstrating a rapid route from patient claims data to launch insights.
• Reduce Launch Planning Costs
  A featured case study reports a 75% cost reduction associated with deploying analytics to produce launch insights from patient claims data.