Resources

Everything here is open-access and built for research administrators who want to start using AI practically and responsibly. Whether you're just getting oriented or ready to build your first workflow, there's a starting point for you.

Assess Where You Are

AI Readiness Self-Assessment

A quick diagnostic I collaborated on with Atom Grants, designed specifically for research development professionals.

Frameworks

The 4 Hurdles: Context Readiness

Why most research offices struggle to get started with AI, and what to do about it.

The 3D Framework

Define, Develop, Deploy: a practical method for building AI workflows in higher ed.

Build Your AI Literacy

Curated Learning Resources

Podcasts, books, substacks, and courses I recommend for building real AI fluency.

Talks and Presentations

Speaking and Workshops

Presentations I've given on AI workflows, literacy, and practical adoption in research administration.

Coming Soon

Understanding LLMs: A Visual Guide

An illustrated explainer of how large language models actually work. Currently in development.