本文目前仅提供英文版本。
AI Governance by Industry in Singapore: Fintech, Healthcare, Maritime, and the MAS-Driven Standard
Singapore's AI governance framework is sector-led, with MAS setting the pace for financial services and other regulators following. This industry-by-industry guide covers fintech, healthcare, maritime, and other key Singapore sectors.
Key Takeaways
MAS FEAT Principles and the Veritas Assessment Methodology set the standard for fintech and financial services AI governance in Singapore — the November 2025 consultation signals mandatory requirements are coming.
The Ministry of Health (MOH) and Health Sciences Authority (HSA) regulate AI in healthcare — Software as a Medical Device classification applies to clinical AI, with specific pre-market review requirements.
The Maritime and Port Authority (MPA) has issued guidance on AI in maritime operations — Singapore's port is one of the world's largest and an early adopter of autonomous AI systems.
The Personal Data Protection Commission (PDPC) Model AI Governance Framework is the cross-sector voluntary standard — companies that comply with it are well-positioned for sector-specific regulatory requirements.
The IMDA (Infocomm Media Development Authority) AI Verify certification programme provides third-party validation of AI governance claims — increasingly referenced in government procurement requirements.
"仅供参考。本文不构成法律、监管、财务或专业建议。如需具体指导，请咨询合格专家。"
Singapore's sector-led AI governance approach
Singapore has deliberately adopted a sector-led approach to AI governance rather than a single cross-sector AI law. The logic is pragmatic: different sectors have different risk profiles, different regulatory contexts, and different industry structures. Applying the same governance requirements to a fintech startup and a port operator would be both over-regulatory in some respects and under-regulatory in others. Instead, each sector regulator develops AI governance expectations appropriate to their regulated entities, while the PDPC provides a cross-sector voluntary framework and the IMDA provides cross-sector certification infrastructure.
Fintech and financial services: the MAS standard
MAS has the most developed sector-specific AI governance framework in Singapore and, arguably, in Asia. The FEAT Principles (Fairness, Ethics, Accountability, Transparency) published in 2018 set the foundational standard. The Veritas Consortium's assessment methodology provides the technical implementation framework. And the November 2025 consultation on AI risk management guidelines for financial institutions signals that formal mandatory requirements are coming. Financial services companies operating in Singapore should treat the Veritas methodology as the current compliance standard and prepare for mandatory requirements in the near term.
Healthcare AI: HSA and the SaMD framework
The Health Sciences Authority regulates medical devices in Singapore, including Software as a Medical Device (SaMD). AI clinical decision support tools — whether used in hospitals, clinics, or digital health platforms — that meet the SaMD definition require pre-market review by the HSA. The HSA's guidance on AI in medical devices draws on international standards (IEC 62304, ISO 14971, and the IMDRF guidance on SaMD) and requires specific documentation of AI system performance, clinical validation, and post-market surveillance. Singapore's healthcare sector is a significant adopter of AI clinical tools, and HSA enforcement of SaMD requirements is active.
Maritime: AI in port operations
Singapore's port — one of the world's busiest — is a major adopter of AI in operations: autonomous guided vehicles in container terminals, AI-driven vessel traffic management, predictive maintenance for port equipment, and AI logistics optimisation. The Maritime and Port Authority has issued guidance on AI in maritime operations that addresses safety, security, and environmental compliance dimensions. AI systems used in safety-critical maritime operations require specific governance arrangements, and MPA supervision of these arrangements is increasing.