Collaborate

Ways to get involved.

Short list, on purpose. If your idea does not fit one of these, say so in the form. The interesting ones rarely fit.

Feature builds

Have a workflow inside your institution that should be a product? I build these fast, in the open, with the people who have to use them.

Data projects

Institutional data that nobody has been able to make decision-ready. Bring the messy version. That is the interesting one.

Research questions

Empirical questions about AI adoption, curriculum outcomes, or student-facing AI tooling, especially at HBCUs and minority-serving institutions.

Speaking & faculty development

Talks and hands-on workshops for institutions moving past AI policy statements into actual practice.

Start here

A few sentences is plenty. What is the problem, who feels it, and what have you already tried?