Abhishek Choudhary

Principal Data Engineer Bayer

2. Konferenztag, 03. September 2025

9:20 AM GenAI Meets RWD: Building a Multi-Agent GenAI Platform for RWD/RWE & Insight

-Bayer’s modular, multi-agent GenAI platform for extracting insights from Real-World Data (RWD) and Real-World Evidence (RWE).

-How specialized agents handle data curation, harmonization, and evidence generation across complex healthcare datasets.

-Governance, scalability, and compliance considerations for deploying GenAI in regulated pharma environments.

10:50 AM Panel: Data foundations for the continuous development and application of AI

-Data quality and integrity: Establish rigorous processes for data collection, review, and cleansing. High-quality data is essential for training reliable AI models.

-Data integration and management: Working with various data types, including chemical data, biological data, clinical outcomes, patient records, and realworld evidence. Integrate these data sources and establish effective data management systems and practices.

-Human-machine interaction: Preparing your organization for the integrated use of AI through data and AI competency programs, continuing education, and change management.

-Legal and ethical considerations: Understanding AI law. Ethical implications of AI, including bias in AI models and the impact of AI decisions in clinical settings.

Check out the incredible speaker line-up to see who will be joining Abhishek.

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