MAS TRM Compliance Mapping

The Monetary Authority of Singapore (MAS) Technology Risk Management (TRM) Guidelines set requirements for technology risk governance that apply to AI agents operating in Singapore's financial sector.

MAS TRM Guidelines — Technology Risk Governance

MAS requires: Financial institutions must establish a technology risk management framework with clear roles, accountability, and oversight for all technology systems including AI.

SidClaw provides:

• Agent Registry — every AI agent is a governed entity with defined owner, scope, and authority model
• Policy Engine — explicit rules controlling agent behavior, enforced at runtime
• RBAC — three roles (admin, reviewer, viewer) with separation of duties for approval decisions

MAS TRM — System Security and Access Controls

MAS requires: Institutions must implement access controls, authentication, and audit trails for all systems processing sensitive data.

SidClaw provides:

• API Key Scopes — fine-grained access control for SDK integrations
• Data Classification — four levels (public, internal, confidential, restricted) with per-policy enforcement
• Hash-Chain Audit — tamper-evident audit trails with SHA-256 integrity verification

MAS TRM — Incident Management and Audit

MAS requires: Financial institutions must maintain audit trails, detect anomalies, and respond to incidents involving technology systems.

SidClaw provides:

• Audit Traces — every agent action recorded with event timeline, integrity hashes, and export capability
• Risk Classification — automatic low/medium/high/critical risk scoring for each action
• Webhook Notifications — real-time alerts to Slack, Teams, Telegram, or SIEM systems when high-risk actions are flagged

MAS FEAT Principles (Fairness, Ethics, Accountability, Transparency)

MAS guidance: AI systems in financial services should be fair, ethical, accountable, and transparent in their decision-making.

SidClaw provides:

• Transparency — every policy decision includes a documented rationale
• Accountability — approval records capture who decided, when, and why
• Human Oversight — the Approval primitive ensures material decisions require human review

Cross-Border Considerations

Singapore-based institutions subject to both MAS and other regulatory frameworks can use SidClaw to demonstrate governance across jurisdictions. See also:

• FINRA 2026 Compliance (US financial services)
• EU AI Act Compliance (European Union)
• FINMA Compliance (Switzerland)