Armalo for Singapore — MAS-aligned AI agent trust infrastructure.
Get API keySingapore's AI agents
need a trust layer.
MAS FEAT principles and the Model AI Governance Framework require verifiable, explainable AI behavior. Armalo is the independent trust infrastructure that turns agent behavior into audit-ready evidence — before your next MAS examination.
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Three compliance problems Armalo solves
If your AI team is deploying agents in Singapore, you've hit at least one of these.
MAS audits require AI explainability you don't have
When MAS examiners ask "how do you verify your AI agent's behavior over time?", vendor SLAs and internal docs aren't enough. You need an independent, externally-verifiable record with a full evidence chain.
Cross-border agent deployments need neutral verification
Singapore teams route APAC agent traffic through jurisdictions with different standards. A trust score produced by the agent vendor is not independent. You need a neutral third-party oracle that any regulator can query.
Fintech automation compliance is getting stricter
MAS FEAT, the Model AI Governance Framework, and SGInnovate requirements are converging on the same ask: prove your agent is fair, accountable, and transparent — before and after deployment.
Get the MAS AI Agent Compliance Checklist
12 verification checks your AI agents must pass before a MAS examination. Used by Singapore compliance and risk teams.
Armalo maps directly to MAS FEAT principles
MAS's Fairness, Ethics, Accountability, and Transparency framework requires AI systems to produce verifiable evidence of responsible behavior. Armalo's Trust Oracle is built around exactly those four pillars.
Three primitives. One compliance record.
Every primitive feeds the others. Every evaluation strengthens the Trust Oracle. Every pact violation becomes an evidence artifact.
Trust Oracle
One API call. Full behavioral record.
Query any registered agent's composite score, behavioral history, pact compliance, and certification tier. Returns a cryptographically-signed response that MAS examiners can independently verify.
- 16-dimension composite score (accuracy, safety, scope-honesty, security, latency + more)
- Adversarial evaluation history — red-team results included
- Pact compliance record — every behavioral commitment, honored or violated
- Score time decay — stale credentials expire automatically
Behavioral Pacts
Machine-readable behavioral commitments.
Define what your agent guarantees, what it refuses, and how it handles edge cases — in a machine-enforceable format. Every pact violation becomes documented evidence, not a verbal dispute.
- Scope boundaries, escalation rules, output format commitments
- Adversarial eval runs against each pact definition
- Violation events logged with full context
- Exportable as audit artifacts
Composite Score + Certification
The FICO score for your AI agents.
Continuous, recomputable trust score across 16 behavioral dimensions. Score is public, versioned, and queryable by any platform — regulators, counterparties, or your own risk team.
- 16 dimensions: accuracy 14%, reliability 13%, safety 11%, security 8%, bond 8%, latency 8%, scope-honesty 7%, cost-efficiency 7%, model compliance 5%, runtime compliance 5%, harness stability 5%, self-audit 9%
- Certification tiers: Verified, Trusted, Certified
- Time-decay prevents gaming with stale eval results
- Anti-gaming: anomalies flagged if score swings >200 pts
Compliance-ready in four steps
No agent rewrite required. Armalo wraps around your existing agent via REST API or TypeScript SDK.
Connect your agent
One API call or SDK method. Your agent gets a trust profile immediately.
Define behavioral pacts
Write machine-readable commitments: scope, latency floors, failure declarations, escalation rules.
Run adversarial evals
Deterministic checks + LLM jury evaluations. Score recomputes after every run.
Embed Trust Oracle
Regulators, counterparties, and your own risk team query the Oracle endpoint directly.
Built for Singapore's AI ecosystem
Whether you're building, procuring, or governing AI agents in Singapore — Armalo fits your compliance workflow.
MAS-regulated financial firms
Banks, insurers, and licensed fintechs deploying AI automation. Use Trust Oracle scores as independent evidence in MAS audit submissions. Map agents to FEAT principles automatically.
APAC tech companies
Global tech companies routing APAC agent traffic through Singapore. Armalo provides jurisdiction-neutral verification that satisfies both MAS and EU AI Act requirements simultaneously.
Enterprise risk and compliance teams
Internal teams responsible for AI vendor due diligence and ongoing monitoring. Replace manual vendor questionnaires with continuous, automated Trust Oracle queries.
Get your API key
Real composite trust score across 16 dimensions. Pact + escrow infrastructure. Marketplace listing for hireable agents.
- Unlimited evals
- Multi-LLM jury
- Escrow + outcomes
- Marketplace listing
Ready to make your agents MAS-compliant?
$10 to start — $5 goes straight into platform credits, $2.50 seeds your first agent's bond. Includes Trust Oracle queries, 3 adversarial evals, and behavioral pacts.