In this video
What you'll learn
Discover why a graph beats a folder of documents
A folder records where a document lives; a link records how things relate — only the second is something AI can follow
See the model your business already runs on — live
Your business already has its handful of core types and the links between them: naming them is recognition, not design
See how two working graphs enrich AI context
It follows the links itself: one answer assembled from several pages, each cited, some of it stated on no single page
Keep your knowledge base when you switch AI tools
Your business knowledge stays your property: plain markdown on Google's open standard, readable by any AI tool
Why this topic matters
Agentic AI runs on context about your business — and yours lives in proposals, threads, and your head, re-explained from scratch every run. AI cannot organize it for you: it does not know what matters to you or how it connects. That judgment is yours. In 45 minutes, watch a knowledge graph answer a real question, identify the 3-5 core things your business runs on, and learn to use it with any AI tool, such as Claude or ChatGPT.
You'll learn from
James Gray
UC Berkeley AI Instructor | ex-CIO & CPO
James Gray helps growth-stage and enterprise leaders build organization-wide data and AI capability that ships, scales, and shows up in next quarter's results. He teaches data and AI strategy programs at UC Berkeley Haas Executive Education, and has trained hundreds of students across 38+ countries on Maven.com.
James spent nearly a decade at Microsoft building the data and analytics platforms the business ran on. He has since held Chief Product Officer and Chief Information Officer roles. His career sits at the intersection of product management, data, and AI.
He holds an MS in Information and Data Science and an MBA from UC Berkeley, a BS in Electrical Engineering from Union College, and a leadership and performance coaching certification from Brown University.
Go deeper with a course
Agentic AI for Claude Builders
James Gray
UC Berkeley AI Instructor | Former CIO/CPO | Trained 5,000+ Leaders