Institutional Analysis
Analysis of assessment architecture, academic integrity, learning management design and AI integration within higher education.
These analyses reflect ongoing work in academic systems architecture and institutional reform.
Latest analysis
- Academic Integrity Beyond Surveillance — Misconduct policy cannot substitute for defensible assessment design.
- Architecting LMS Environments Around Academic Intent — Platform configuration should reflect governance and programme structure, not content storage.
- From Fragmentation to Coherence — Digital reform fails when initiatives are layered rather than integrated within academic systems architecture.
- Governance Before Tools — Institutional capability depends less on new platforms than on governance structures that align standards, workflows and academic intent.
- Redesigning Assessment for the AI Era — Detection is not a sustainable strategy. Institutional reform must begin with assessment architecture.