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Recent Posts
January 2025
🚀 CPS 230 Compliance: A Practical Guide for AI Systems
🚀 CPS 230 Compliance: A Practical Guide for AI Systems
Published: January 20, 2025As Australian banks continue to integrate AI systems, understanding CPS 230 compliance requirements becomes crucial. This comprehensive guide covers:
- Operational risk management for AI systems
- Third-party risk assessment frameworks
- Business continuity planning with AI dependencies
- Incident response procedures for AI-related failures
- AI systems must be included in critical operations mapping
- Regular stress testing of AI models is now mandatory
- Documentation requirements have expanded to include AI decision-making processes
🔒 Meeting Intelligence: Privacy-First Approach to BCP
🔒 Meeting Intelligence: Privacy-First Approach to BCP
Published: January 15, 2025Business Continuity Planning (BCP) meetings generate vast amounts of sensitive data. Our latest analysis explores how AI can enhance meeting intelligence while maintaining strict privacy controls:
- Automated risk identification from meeting transcripts
- Real-time compliance monitoring during discussions
- Privacy-preserving summarization techniques
- Integration with existing BCP frameworks
- Speaker diarization with privacy masking
- Automated action item extraction
- Risk sentiment analysis
- Regulatory keyword detection
📊 Regulatory RAG: Building Context-Aware Compliance Systems
📊 Regulatory RAG: Building Context-Aware Compliance Systems
Published: January 10, 2025Retrieval-Augmented Generation (RAG) systems are revolutionizing how banks handle regulatory queries. This technical deep-dive covers:
- Architecture patterns for regulatory document ingestion
- Vector database optimization for Australian financial regulations
- Prompt engineering for compliance-specific responses
- Evaluation frameworks for regulatory accuracy
- Multi-modal document processing (PDF, HTML, structured data)
- Citation tracking for audit trails
- Confidence scoring for regulatory interpretations
- Real-time regulation updates integration
Regulatory Updates
APRA Updates - January 2025Recent guidance from APRA regarding AI system governance and risk management:
- Updated prudential standards for AI model validation
- Enhanced reporting requirements for automated decision systems
- New guidelines for third-party AI vendor management
Best Practices
AI Model Governance Framework
AI Model Governance Framework
Establishing robust governance for AI systems in bankingKey components:
- Model risk management lifecycle
- Validation and testing protocols
- Performance monitoring and alerting
- Explainability and audit requirements
Data Privacy in AI Systems
Data Privacy in AI Systems
Protecting customer data while leveraging AI capabilitiesEssential practices:
- Privacy-by-design implementation
- Data minimization strategies
- Consent management for AI processing
- Cross-border data transfer compliance
Vendor Risk Management for AI
Vendor Risk Management for AI
Managing third-party AI vendors and servicesCritical considerations:
- Due diligence frameworks for AI vendors
- Contractual requirements for AI services
- Ongoing monitoring and assessment
- Exit strategy planning
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Articles focused on APRA, ASIC, and other regulatory requirements for AI in banking
Disclaimer: This blog by Kohima AI provides general guidance and insights for educational purposes. Always consult with your legal and compliance teams before implementing AI systems in regulated environments.