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Philip Rathle

CTO
Neo4j

PRESENTATION TITLE:

Why Knowledge Graphs are Necessary for Enterprise AI

PRESENTATION SUMMARY:

Atom icon for The AI Conference 2023, a groundbreaking two-day event on AGI, LLMs, Infrastructure, Alignment, AI Startups, and Neural Architectures.

Knowledge graphs add explicit knowledge to GenAI in a format that is easily understood by humans and enhances enterprise machine decisions. They are rapidly emerging as a useful & often necessary component of GenAI, complementing what is otherwise a world of statistical reasoning rooted in inferred concepts. Knowledge graphs make GenAI more dependable, transparent, and secure across a wide variety of use cases, opening the door further for GenAI adoption.

Brain icon for The AI Conference 2023, a groundbreaking two-day event on AGI, LLMs, Infrastructure, Alignment, AI Startups, and Neural Architectures.

This talk presents a framework for how to think about knowledge graphs for any use case. You will hear up-to-date learnings from this evolving field, including design patterns & examples derived from working with many of the world’s largest organizations. You will come away with an understanding of how knowledge graphs can play the role of left brain to the right brain that is the universe of LLM + vectors– in an enterprise landscape where many use cases call for the use of both hemispheres.

2024 PRESENTATION Slides:

About | Philip Rathle

Philip Rathle is CTO of Neo4j, the graph database and analytics leader that enabled the ICIJ to crack the Panama Papers, and NASA to get to Mars two years faster. Neo4j enables thousands of organizations worldwide-- including most of the Fortune 500-- to solve their most pressing & valuable problems through the power of the connections in data.

Philip comes from a long career in data & databases. He joined Neo4j in 2012, where he led Product Management for over a decade, helping to pioneer the graph database category and creating one of the world’s leading database & analytics companies.