AI Governance Frameworks

Comprehensive governance frameworks for responsible AI deployment. Controls, policies, approval workflows, and compliance mappings for enterprise AI programs.

Core Governance Areas

Controls & Policies

Structured control frameworks for access management, data governance, and model oversight.

Approval Workflows

Multi-stage approval processes with clear roles and responsibilities for AI initiatives.

Compliance Mapping

Regulatory requirements mapped to specific controls and implementation guidance.

Governance Topics

Showing 9 of 9 topics

AI Ethics & Fairness Framework

Governance framework for ensuring fairness, accountability, and transparency in AI systems to prevent bias and discrimination.

5 controls3 workflows
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Education AI Data Governance

Governance framework for AI in education across Southeast Asia, focusing on parental consent, student data protection, and age-appropriate use.

5 controls3 workflows
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GDPR Compliance for AI Systems

European Union data protection regulation with specific requirements for AI systems, including data processing transparency and the right to explanation.

5 controls3 workflows
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Healthcare AI Data Governance

Governance framework for AI in healthcare across Southeast Asia, addressing patient consent, health data privacy, and regulatory compliance.

5 controls3 workflows
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ISO 27001 Information Security Management

Global standard for establishing, implementing, and maintaining an Information Security Management System (ISMS) with AI-specific controls.

5 controls3 workflows
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MAS Technology Risk Management (TRM)

Singapore financial services governance framework requiring board-level accountability for technology and AI risk management.

6 controls4 workflows
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Malaysia Personal Data Protection Act (PDPA)

Malaysian data protection regulations governing how commercial organizations collect, use, and disclose personal data.

5 controls3 workflows
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SOC 2 Type II Compliance

Security and compliance framework for SaaS and cloud service providers, covering security, availability, and confidentiality of AI systems.

5 controls3 workflows
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Singapore Personal Data Protection Act (PDPA)

Singapore's comprehensive data protection law requiring consent-based data collection and use, with specific implications for AI training data.

5 controls3 workflows
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