AIRA RESEARCH
Research notes on governed intelligence, systems thinking, evidence and human control.
A practical architecture for intelligence that remains traceable, bounded and subject to human judgement.
PRIVACY · GOVERNANCE · CONTROL
AIRA treats data minimisation, purpose boundaries, human review, traceability and deployment-specific governance as design constraints—not as a legal badge added afterwards.
We avoid blanket claims that every deployment is automatically GDPR- or AI Act-compliant; applicable obligations depend on the organisation, data, role and use case.
Information security
Security management, access, risk and operational controls are developed against an ISO/IEC 27001 readiness baseline.
AI management
AI governance, human oversight and accountable lifecycle management are designed with ISO/IEC 42001 as a relevant reference framework.
AI risk management
AI risk identification, assessment, treatment and monitoring are informed by the ISO/IEC 23894 risk-management framework.
Reference frameworks and readiness direction only; this does not claim certification.