Alumni relationships are built over decades. Nexus is engineered so the intelligence supporting them is accurate, accountable and handled with care.
01
Data provenance
Every attribute on a profile carries its origin, retrieval date and reliability rating. AI briefs cite sources inline so researchers can verify before anything reaches an officer.
02
Access control
Planned safeguards include single sign-on, role-based permissions and field-level restrictions. These are not active in the demo.
03
Auditability
Research activity history and institution-defined retention policies are planned safeguards, not deployed demo capabilities.
04
Encryption
Production encryption and tenant isolation are intended requirements. The prototype has no production institutional data service.
05
Responsible research
Designed for publicly available and consented information. No scraping of private platforms and no inference of protected characteristics.
06
Human judgement
AI accelerates research; it never replaces it. Briefs are drafts, clearly labelled, and require human review.
Prototype notice — descriptions illustrate intended product design and are not certified claims.