AI Governance
See what the demonstration actually does, how staff review works, and what a production rollout would need.
External AI requests
Live university connections
Session actions recorded
Working in this demo
Local controls you can try today
Synthetic dataset
All profiles, sources, institutional results and AI replies are fictional fixtures.
Staff review workflow
Advisor and Administrator previews can submit, approve and resolve sample support cases.
Session activity
Case actions and module simulations appear below. Reset or refresh clears the log.
No data ingestion
No uploads, credentials, database connections or AI API integrations are available.
Production readiness roadmap
Proposed capabilities; not implemented production safeguards
- ○University SSO and server-enforced access controls
- ○Approved integration paths and data-processing agreement
- ○Durable audit trail, retention rules and access reviews
- ○Validated signal quality, bias evaluation and correction process
- ○Approved knowledge retrieval and answer-quality evaluation
- ○Model contracts, usage budgets and incident response
The role selector is a presentation tool, not authentication. All mock pages remain accessible. This demonstration is not a production student-information system.
Session activity log
Most recent 100 local actions. Descriptions contain fixture labels only; assistant input is not logged.