Bikash Ranjan Sahoo

Across Canada, Europe and Japan, Regeneron must bring together data with different sources, structures, regulations and levels of granularity. Leading data management and analytics across these international markets, Bikash is overseeing the transition from a traditional data lake towards a use-case-led data-product model.

This session explores how Regeneron is creating a common foundation of governed, semantic products that gives field teams, reporting tools and conversational AI access to accurate and relevant information while preserving market-specific controls.

• Moving from technically organised data to products designed around business use cases

• Standardising data across markets without overlooking local differences

• Embedding governance and access controls into a shared international platform

• Using semantic products to improve reporting and AI-generated answers

• Making trusted data discoverable and reusable across international teams