Singapore AI Governance Toolkit
Six downloadable tools to operationalize Singapore’s AI governance frameworks. Checklists, decision trees, regulatory mappings, and self-assessment templates.
How the Toolkit Works
Three access tiers designed to match your evaluation stage. Start free, go deeper when you are ready.
Free Free
No registration required. Start here to evaluate tool quality before committing. Designed to give you immediate value with zero friction.
Email Email
Email capture for lead generation. Access practitioner-grade tools built from primary regulatory documents. One field, instant delivery.
Email + Company Email + Company
Email, company name, and role. Reserved for high-intent practitioners evaluating consulting-grade assessment tools. Targeted follow-up only.
The Six Tools
Each tool maps to a specific hub article. Download, complete, and use alongside the full guidance page.
Model Framework Self-Assessment Checklist
Walk through all four areas of the Model AI Governance Framework with a structured checklist. Identify gaps in your current governance practices and get recommended next steps for each area.
- 40+ assessment questions across 4 governance areas
- Gap identification scoring with maturity indicators
- Recommended next steps per area
- ISAGO alignment notes for self-assessment readiness
AI Verify Readiness Assessment
Determine whether your organization is ready to adopt AI Verify testing. Evaluates data readiness, model type compatibility, and governance maturity before you invest time in the full toolkit.
- Model type compatibility check (supervised and GenAI)
- Data format and quality assessment
- Governance maturity scoring
- Recommended AI Verify plugins for your use case
Singapore vs. EU vs. NIST Regulatory Mapping
Interactive cross-jurisdiction compliance mapping. Identify which Singapore frameworks address your EU or US obligations, and where gaps remain that require additional controls.
- 15-dimension comparison matrix across 3 jurisdictions
- Jurisdiction-specific gap analysis with severity indicators
- IMDA-NIST Crosswalk reference alignment
- Recommended compliance sequencing for multinationals
PDPA AI Compliance Checklist
Consolidates all PDPA obligations relevant to AI systems. Covers data collection, consent requirements, advisory guidelines, and breach notification procedures in one structured checklist.
- 9 obligation checklist with AI-specific guidance
- 2024 Advisory Guidelines alignment check
- DPIA template prompts for AI data processing
- Service provider responsibility matrix
MAS FEAT Self-Assessment Template
Structured self-assessment against MAS FEAT Principles for financial institutions. Maps to Veritas Toolkit assessment methodologies and gives you a clear picture of where your AI practices stand.
- Fairness metrics selection guide
- Ethics policy alignment checklist
- Accountability structure template
- Transparency disclosure framework
GenAI and Agentic AI Governance Setup Guide
Step-by-step guide to establishing governance for generative and agentic AI systems. Covers both the 2024 GenAI Framework and the 2026 Agentic AI Framework in a single implementation sequence.
- 9-dimension GenAI trust checklist
- 4-dimension agentic AI risk assessment
- Human oversight checkpoint design template
- Incident reporting procedure template
Tool-to-Page Map
Each tool is designed as a companion to a specific hub article. Use the map below to navigate between tools and their source content.
| Tool | Gate | Hub Article | Primary Framework |
|---|---|---|---|
| Model Framework Self-Assessment | Free | Model AI Governance Framework | IMDA Model Framework (2020) |
| AI Verify Readiness Assessment | AI Verify and Testing Ecosystem | AI Verify Toolkit (2022) | |
| SG vs. EU vs. NIST Regulatory Mapping | Singapore vs. Global Frameworks | IMDA-NIST Crosswalk (2023) | |
| PDPA AI Compliance Checklist | PDPA and Personal Data in AI | PDPA + Advisory Guidelines (2024) | |
| MAS FEAT Self-Assessment | Email + Co. | MAS Financial AI Governance | MAS FEAT Principles (2018) |
| GenAI and Agentic Governance Setup | GenAI and Agentic AI Frameworks | GenAI (2024) + Agentic (2026) |
On the Roadmap
Three additional tools are under consideration. Each will follow the same self-contained HTML pattern.
Structured walkthrough of CSA’s AI security guidelines and the 2026 Agentic AI Companion Addendum. Maps to the Cybersecurity and Sectors hub article.
Navigate the ASEAN Guide on AI Governance, the 2025 GenAI expansion, and the Responsible AI Roadmap 2025-2030 in one cross-border compliance tool.
MOH/HSA AIHGle 2.0 readiness assessment for healthcare AI systems. Covers clinical validation, patient safety, and regulatory classification requirements.
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