Case studies

The playbook, walked end-to-end

Two scenarios that institutions are currently encountering, each examined end-to-end through the framework: the pillars that apply, the tools to use at each step, and the artifacts produced. These are composite reference scenarios for analysis, not named institutions.

Composite reference scenarios, not named institutions. Each walkthrough is built from patterns institutions are encountering now, so the framework can be shown working end-to-end without attributing outcomes to a specific campus. Documented, attributable studies will be added separately as they become available.

Central platformA central multi-model AI platformThe institution provides a single governed gateway to multiple models, together with shared tooling and API access, in place of uncoordinated individual adoption.7 framework movesRead walkthrough Agentic in ERP/SaaSAgentic AI within ERP and SaaS systemsOracle, ServiceNow, and Salesforce are introducing AI agents that take action within institutional systems of record, in some cases enabled by default. This case sets out how an institution can approach them.7 framework movesRead walkthrough

These are composite reference scenarios for reasoning, not named institutions. As real campus studies become available, they can join here.

Documented case studies

This space is reserved for real, attributable studies, an actual institution, an actual initiative, and what actually happened, with permission to name it. We'd rather leave it honestly empty than fill it with invented outcomes.

Have one to contribute?

If your campus has run an AI initiative through anything resembling this framework, we'd love to write it up with you and credit your institution.

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