Lakehouse + Graph: Delta Lake, Unity Catalog and Neo4j for Governed AI Pipelines

Session Track: Knowledge Graphs & GraphRAG

Session Time: 11:30 am - 12:00 pm April 15

Session description

Shaurya Agrawal will demonstrate how to pair Delta Lake’s bronze/silver/gold architecture with Neo4j to build governed AI pipelines that track lineage, derive graph features and power GraphRAG, while keeping RBAC, audit logs and data contracts synchronized across both systems.

You’ll learn architectural patterns for dividing responsibilities such as Delta for events, aggregations and feature tables. You will also learn lineage tracking, relationship modeling and GraphRAG context retrieval and how to sync Unity Catalog metadata with Neo4j schema and propagate RBAC policies and audit trails. You’ll walk away with a reference architecture, code samples and a governance dashboard design that spans lakehouse and graph.

Speaker

Shaurya Agrawal

Start-up CTO & Board Advisor

Shaurya Agrawal is a Data & Analytics leader with 25+ years of experience driving transformative initiatives across Tech/SaaS, E-commerce, and FinTech. With expertise in AI/ML, Enterprise Data Architecture, and BI, he's led impactful projects, creating customer-centric solutions and modernizing data platforms. As a Board Advisor to Hoonartek and CTO of YourNxt Technologies, a mobile tech start-up, Shaurya shapes global data strategies. Holding an MBA and pursuing an MS in Data Science from UT Austin, Shaurya leverages data to unlock business value, specializing in unified customer views and personalized experiences.