Singapore: the Model AI Governance Framework and AI Verify

Short answer: Singapore deliberately chose a different route from the EU. There is no binding, horizontal AI law; instead the country steers on trust through voluntary instruments. The two best known are the Model AI Governance Framework — practical guidance for responsible AI use, with a separate version for generative AI — and AI Verify, a toolkit that lets organisations test their AI systems against recognised principles. Where the EU AI Act imposes obligations, Singapore offers tools.

The Model AI Governance Framework

The framework translates abstract principles — fairness, transparency, explainability, human oversight — into concrete measures an organisation can apply itself. It covers internal governance structures, the degree of human involvement in AI decisions, operational risk management and communication with those affected. It is not a law: there are no fines, but it provides a shared, internationally recognisable language for responsible AI use.

A separate layer for generative AI

After the rise of generative models, Singapore published an extension focused on generative AI. It addresses new risks such as hallucinations, content provenance and watermarking, data security, and the allocation of responsibility along the chain from model provider to deployer. The approach stays voluntary, but current.

AI Verify: governance you can test

AI Verify is what sets Singapore apart. It is a testing framework and software toolkit that lets an organisation check whether its AI system behaves as claimed — on points such as robustness, fairness and transparency. It does not issue a certificate or legal approval, but a testable piece of evidence that gives customers and regulators confidence. The idea: governance not just on paper, but demonstrable in practice.

Place on the world map

Singapore represents the lightest end of the spectrum: governance without a binding AI law, aimed at an attractive business climate. That contrasts with South Korea, which did adopt a binding basic act, and resembles the position Canada ended up in by necessity after AIDA stalled. Like the Gulf region, Singapore bets on speed and attractiveness. See our comparison of international AI governance and the state of AI regulation.

What this means

• Use AI Verify as practice material: it is a practical way to test whether your governance holds up, also beyond Singapore.
• Expect no legal certainty: voluntary frameworks give direction, not enforceable rights.
• Combine with the EU grammar: placing the Model Framework alongside the NIST framework and the AI Act reveals mostly overlap — the risk-based core is shared.