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NODES 26 — November 12, 2026

Graph-Driven Compliance: Automating Regulatory Content Authoring with Neo4j

Session track: Data Intelligence

Session time:

Session description:

The pharmaceutical industry relies on massive, highly regulated dossiers—from Clinical Study Reports (CSRs) to eCTD Module 2 summaries—that demand absolute data consistency and traceability. Traditional relational databases often struggle with the complex, highly interconnected nature of this regulatory data, leading to bottlenecks in document authoring and increased compliance risks. In this session, the speaker will explore how to model and manage complex regulatory documentation using a graph-first approach. Drawing from their experience leading the architecture of the REGAIN document authoring platform and RIA search tools at Vivpro, they will demonstrate how Neo4j can streamline the lifecycle of life sciences documentation.

Speaker

photo of Tushar Nitave

Tushar Nitave

Staff Software Engineer, Vivpro.ai

Tushar Nitave is a Staff Software Engineer at Vivpro Corp, a leading provider of R&D Intelligence Assistants (RIA). He holds a master’s degree in computer science from the Illinois Institute of Technology, Chicago, and brings over four years of professional experience to his role. In addition to his work at Vivpro, Tushar serves as an Adjunct Faculty member at the University of Maryland School of Pharmacy’s Center for Translational Medicine, where he contributes to cutting-edge research and education in the medical field.