Knowledge systems for people and AI
I design and build systems that turn complex enterprise information into knowledge that people and AI can use with confidence.
My work sits at the intersection of information architecture, content engineering, automation, and AI. I work across the stack, from structured source content and publishing pipelines to retrieval systems, agent tooling, and AI-ready repositories.
What I build
AI-ready knowledge
Documentation repositories and retrieval systems designed for agents as
well as people.
Content infrastructure
Automation and publishing pipelines that make large documentation systems
reliable, scalable, and maintainable.
Authoring systems
Tools that bring standards, validation, and organizational knowledge
directly into AI-assisted workflows.
Information architecture
Structures, metadata, and governance that keep enterprise content navigable
as it grows.