One consolidated model that connects institutional governance, contextual risk profiles, user-facing service cards, deployment-level system cards, model documentation, and a publication policy with visibility labels — built for colleges and universities.
It documents AI at multiple levels at once — institutional governance, contextual risk profiles, user-facing service documentation, deployment-level system documentation, model-level documentation, and the internal evidence that supports governance decisions.
Colleges and universities rarely have just one AI tool. They have institution-managed platforms, external suites, embedded enterprise AI, CRM and LMS tools, and local research environments. A layered structure keeps those different artifacts related instead of scattered.
Most peers publish parts of this stack, especially guidance and tool catalogs. Fewer institutions connect those public artifacts to internal profiles, system cards, model summaries, and publication controls in one coherent framework.
Each section moves from broad policy to narrow implementation, and from user-friendly guidance to technical evidence.
Seven layers from institutional governance down to model cards and supporting evidence, structured around NIST AI RMF profiles.
View hierarchy 02What each document is for, who it serves, and how service, system, and model cards connect to one another.
View artifacts 03The categories of AI offerings the same framework can document — from institution-managed platforms to local research environments.
View types 04Where similar documentation already exists across higher education, and which pieces remain rare or emerging.
View patterns 05Who each document is for, what should stay private, and the four visibility labels that govern publication.
View review 06A lightweight metadata block and review workflow that keep the framework maintainable without becoming paperwork.
View model 07Blank, fillable versions of the four core documents — service, system, model, and RMF profile — ready to adapt at your institution and save as PDF.
Get the templatesThis framework is not speculative. It assembles documentation patterns found in pieces across higher education into a more complete institutional model.