AI Verify (Singapore)

About AI Verify

AI Verify is an open-source AI governance testing framework and toolkit developed by the Singapore Government (IMDA and PDPC). It provides a set of technical tests and process checks to verify AI system performance against governance principles such as fairness, transparency, safety, and accountability.

Features

• Technical tests for fairness, explainability, and robustness
• Process checks for AI governance practices
• Report generation for compliance evidence
• Model-agnostic testing
• Alignment with Singapore's Model AI Governance Framework
• Supports tabular data and image classification

Modules

• Fairness testing (disparate impact, equal opportunity)
• Explainability (feature importance, SHAP)
• Robustness testing (adversarial perturbation)
• Safety testing
• Transparency assessment