Domains
Research and analysis across five operational domains where AI accountability meets high-stakes reality.
ESG & Safeguards
AI governance in environmental, social, and governance frameworks for extractive industries and development finance
Grievance Systems
Operational grievance mechanisms and accountability in project-affected communities
Development Rights
Resettlement, land acquisition, and rights-based approaches in development projects
Worker Voice
Labor management systems, worker representation, and industrial relations
AI Accountability
Pre-action constraints, liability architecture, and safety systems for AI in high-stakes operations