21 controls
155 frameworks share controls with it
Singapore
verified against its source document
Every control below is one this framework asks for. The right hand column counts how
many other frameworks in our corpus carry the same control, which is the difference between
doing this work once and doing it again for the next standard.
Singapore Model AI Governance Evidence & Implementation Kit
21 controls is the documentation set somebody has to write. This is that set,
already written: an adopt-ready artifact for every control in policy and procedure text you
edit rather than draft, and the evidence checklist an auditor asks for against each.
See what is in it, $249
The same set every buyer of this kit receives. Nothing here is produced on request.
What you already have
Frameworks whose controls overlap this one, most first. If you run any of them, the
count is roughly what you have already evidenced.
Every control
| Code | Control | Also in |
|---|
AIGF-1.1 | Risk Management and Internal Controls | 90 |
AIGF-1.2 | AI Ethics Governance Body | 15 |
AIGF-1.3 | Data Management | 61 |
AIGF-1.4 | Algorithm Design and Training | 0 |
AIGF-2.1 | Human-in-the-Loop | 1 |
AIGF-2.2 | Human-on-the-Loop | 1 |
AIGF-2.3 | Human-out-of-the-Loop | 1 |
AIGF-2.4 | Risk-Severity Assessment | 1 |
AIGF-3.1 | Minimising Bias in Data | 1 |
AIGF-3.2 | Explainability | 15 |
AIGF-3.3 | Repeatability and Traceability | 16 |
AIGF-3.4 | Regular Tuning and Monitoring | 1 |
AIGF-4.1 | General Transparency | 1 |
AIGF-4.2 | Accessible Communication | 0 |
AIGF-4.3 | Feedback Mechanisms | 1 |
AIGF-4.4 | Disclosure of AI Use | 1 |
SGAIGOV-1 | Internal Governance Structures and AI Ethics | 0 |
SGAIGOV-2 | Risk Assessment and Determining Human Involvement | 0 |
SGAIGOV-3 | Operations Management - Data, Algorithms, Robustness | 0 |
SGAIGOV-4 | Stakeholder Interaction, Communication, Transparency | 0 |
SGAIGOV-5 | GenAI Safe Use, Provenance, Watermarking | 0 |
Tell me when Singapore AI Governance Framework files something new
One email when a public company newly discloses something this framework governs, naming the company and what our corpus says it puts in scope. Nothing else, and one click to stop.
What this page is
A control-level reference for Singapore AI Governance Framework, drawn from our framework corpus. Control codes and
titles are references to the standard, not reproductions of it. The overlap counts and the
auditor artefacts are our own work and are the part you will not find elsewhere.
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