Comply · National frameworks
Singapore Model AI Governance + AI Verify
Singapore's voluntary AI governance framework + AI Verify.
Singapore's Model AI Governance Framework (with its Generative AI supplement) is a voluntary, practical framework covering internal governance, human involvement in decision-making, operations management, and stakeholder communication. It is paired with AI Verify, a testing framework and toolkit for validating AI systems against the principles.
Who it applies to
Organizations deploying AI in Singapore that want a recognized, voluntary governance baseline.
Key obligations
- Establish internal AI governance structures
- Calibrate human involvement to risk
- Manage operations, data quality, and monitoring
- Communicate with stakeholders; optionally test via AI Verify
How Maetra maps agents to Singapore Model AI
Maetra provides the governance structure, human-in-the-loop controls, and monitoring evidence the framework describes, ready to pair with AI Verify testing.
In practice, Maetra:
- Scans and fingerprints each agent. Discover reads the agent’s code — its tools, data access and sensitivity, actions, model, and environment — into an evidence-backed profile tied to the exact file and commit.
- Decides what applies. That profile determines whether Singapore Model AI is in scope for the agent and which of its requirements apply.
- Auto-detects controls and surfaces gaps. Controls your code already satisfies are detected automatically from the scan; the rest become a clear list of gaps, each tied to the requirement and the evidence it still needs.
- Proves it and keeps it current. Close gaps with linked evidence or generated documents — reused across every framework the same control supports — and Maetra re-checks on each rescan and flags evidence that has gone stale.
Related frameworks
Prove Singapore Model AI compliance with Maetra
Classify your AI agents once and Maetra maps them to Singapore Model AI and every other framework it supports — generating the evidence and documentation, tracking gaps and deadlines, and sealing every decision in an immutable audit trail.