Dr. Priya Venkataraman

Dr. Priya Venkataraman is an Academic Fellow at the ELDR Institute Center for AI Governance, contributing research methodology expertise and academic perspective on algorithmic accountability, model documentation standards, and the institutional governance structures that make AI system accountability operationally meaningful.

Her academic research addresses the gap between AI ethics frameworks — which identify what governance should accomplish — and AI governance documentation requirements — which must specify what evidence demonstrates that governance is actually operating. This gap is precisely where regulatory requirements like the EU AI Act's Article 11 technical documentation requirements and the NIST AI RMF's GOVERN function create practical implementation challenges for practitioners.

At the Institute, Dr. Venkataraman leads the peer review function for AI governance publications and contributes the systematic literature review and evidence assessment methodology that the Institute's AI RMF and EU AI Act research series requires.