Research & Governance
Independent research, white papers, and governance frameworks to help organizations navigate AI risk responsibly and in alignment with international standards.
Featured Publications
All AIRG Institute publications are produced independently and made available to support the broader AI governance ecosystem.
Toward Enterprise-Grade AI Governance: A Risk-Based Framework for Responsible Artificial Intelligence
A comprehensive, standards-aligned framework integrating ISO/IEC 42001:2023, ISO/IEC 27001, NIST AI RMF, and the EU AI Act into a unified enterprise AI governance architecture. Covers risk classification, accountability structures, and implementation roadmap.
Download White Paper (PDF) →Navigating the EU AI Act: An Enterprise Compliance Framework for the World's First Binding AI Regulation
A practical compliance framework for enterprise organizations subject to the EU AI Act 2024, covering risk-tier classification, high-risk system obligations, conformity assessment, and alignment with ISO/IEC 42001.
Download White Paper (PDF) →AI Accountability in High-Stakes Domains: Governance Frameworks for Healthcare, Finance & Critical Infrastructure
Sector-specific AI governance frameworks and accountability mechanisms for organizations deploying AI in environments where system failures carry significant human, financial, or regulatory consequences.
Notify Me on Release →Our Research Agenda
Enterprise AI Risk Management
Risk identification, classification, and treatment methodologies for organizations deploying AI systems across complex, high-stakes enterprise environments.
International Standards Alignment
Applied research on implementing ISO/IEC 42001, ISO/IEC 27001, and NIST AI RMF in practice, bridging the gap between standards requirements and operational reality.
AI Accountability Mechanisms
Tools, methodologies, and frameworks for AI impact assessment, algorithmic auditing, and accountability reporting at enterprise and board levels.
Governance Policy & Regulation
Policy analysis and regulatory alignment research across the EU AI Act, US Executive Order on AI, UK AI Safety Institute framework, and emerging international AI regulation.
AI Ethics & Human Rights
Research on the intersection of enterprise AI deployment and fundamental rights, including non-discrimination, privacy, transparency, and contestability.
Sector-Specific Governance
Tailored governance frameworks for financial services, healthcare, energy, manufacturing, and public administration, sectors where AI risk profiles require specialist treatment.
Research Updates
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