James Gray
Free Lesson

Model Your Business as a Knowledge Graph for AI

45 min
Aug 27, 2026 12:00 PM

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

James Gray

UC Berkeley AI Instructor | ex-CIO & CPO

Microsoft
UC Berkeley
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