艾昆纬-自信而专注地创新-通过利用新的工具和方法_提高设计_规划和试验交付的可预测性和质量（英）-2025_10页_1mb

Summary of "Innovating with Confidence and Focus" by IQVIA

The white paper examines key innovations in clinical research, emphasizing the use of advanced analytics and AI to enhance predictability, reduce risks, and improve outcomes in clinical trial design and execution.

Evolution of Analytics

• Covers the progression from descriptive (historical data summary) to predictive (future forecasting) and now prescriptive analytics, which recommends specific actions to achieve desired outcomes, helping sponsors make better-informed decisions.

Innovations in Planning and Design

• Highlights areas such as clinical development planning, study design optimization, and country-specific regulations, where innovations like AI-powered tools improve rigor, efficiency, and customization by considering factors like scientific feasibility and regulatory approval.

Use of Artificial Intelligence

• Details how IQVIA's Healthcare-grade AI enhances processes, including predicting drug responses, identifying novel targets and pathways, and analyzing clinical landscapes to prioritize indications and reduce patient/study burden, leading to more precise and efficient trial planning.

Future Trends and Conclusions

• Discusses the growing role of agentic AI in automating complex multi-step problems, reducing trial complexity, and accelerating site startup, ultimately supporting safer, faster, and more effective clinical research while empowering sponsors to innovate with confidence and focus.