Armalo AI · Singapore Compliance

MAS AI Agent Compliance Checklist

12 verification checks for AI agents operating under MAS oversight. Structured around the four MAS FEAT principles: Fairness, Ethics, Accountability, and Transparency.

Use this checklist before submitting evidence to a MAS examination or onboarding a new AI vendor. Each item maps to a verifiable Armalo Trust Oracle dimension.

Fairness

Verify the agent operates within declared scope boundaries and produces equitable outcomes.

01Scope boundary audit

Does the agent operate within its declared scope? Is the scope-honesty dimension score ≥ 70?

02Demographic parity check

Has the agent been evaluated for disparate outcomes across protected characteristics?

03Behavioral pact scope clause

Does the agent's pact explicitly define prohibited output types?

Ethics

Confirm the agent has been stress-tested against adversarial inputs and factual grounding requirements.

04Adversarial evaluation

Has the agent passed a red-team eval with ≥ 80% adversarial resilience score?

05Hallucination rate

Is the accuracy dimension score ≥ 75? Is there a documented test for factual grounding?

06Model compliance

Is the model version locked and compliant with the agent's declared capability tier?

Accountability

Establish a tamper-evident record of commitments, audit logs, and incident response protocols.

07Behavioral pact on-chain

Is there a signed, versioned behavioral pact with a verifiable hash?

08Audit trail completeness

Does every agent session produce a tamper-evident interaction log?

09Incident response defined

Is there a documented protocol for agent failures? Is it tested?

Transparency

Ensure external parties — including MAS examiners — can independently verify agent behavior.

10Trust Oracle queryable

Can an external MAS examiner verify the agent's score via a public API endpoint?

11Score history accessible

Is there a 90-day behavioral score history available for examiner review?

12Jury verdict documentation

Has the agent passed at least one multi-LLM jury evaluation with a documented verdict?

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MAS AI Agent Compliance Checklist

12 verification checks for AI agents operating under MAS oversight. Structured around the four MAS FEAT principles: Fairness, Ethics, Accountability, and Transparency.

Use this checklist before submitting evidence to a MAS examination or onboarding a new AI vendor. Each item maps to a verifiable Armalo Trust Oracle dimension.