MindForge ConsortiumIndustryCited in SAFR
AI Risk Management: Operationalisation Handbook
Practical guidance including agent-specific practices: least privilege, kill switches, searchable logging. SAFR builds on this groundwork.
Resources
Annotated reading on runtime governance for agentic AI in finance. Annotations are our own. Vendor material is labelled.
IMDARegulatoryCited in SAFR
Model AI Governance Framework for Agentic AI (v1.5)
Singapore's governance framing for agents: bounding use cases, limiting access, human oversight, accountability.
MindForge ConsortiumIndustryCited in SAFR
AI Risk Management: Executive Handbook
Seventeen considerations across scope, risk management, lifecycle, and enablers. The board-level companion.
Financial Stability BoardRegulatoryCited in SAFR
The financial stability implications of AI
Where the correlated-behaviour concern comes from: concentration in a few AI providers as a systemic risk.
Financial Stability BoardRegulatoryCited in SAFR
Sound practices for responsible adoption of AI (consultation)
The 2026 follow-up, extending the herding and procyclicality concerns.
MASRegulatoryCited in SAFR
Guidelines on AI risk management
MAS's supervisory guidelines on AI risk. Useful for understanding what SAFR is not.
NISTStandardsCited in SAFR
AI Risk Management Framework (AI RMF 1.0)
Map, Measure, Manage, Govern. The widely used US baseline for AI risk.