Pattern Library
AI Governance Pattern Library
138 patterns across 16 domains. Filter by regulatory framework to find the control that satisfies a specific obligation.
AI Data Mesh Integration
Enterprises adopting Data Mesh architectures face a structural challenge when integrating AI:…
AI Training Data Governance
AI training data governance is the foundation of responsible AI.
Data Lineage for AI
Regulators, auditors, and risk committees increasingly demand that organisations explain not just…
Data Quality for AI
AI systems are uniquely sensitive to data quality failures in ways that…
Federated Learning Pattern
Federated learning enables multiple organisations or devices to collaboratively train a shared…
Privacy by Design for AI Data
Privacy-by-design mandates that privacy controls are embedded into AI data pipelines at…
Real-Time Feature Engineering
AI models that make real-time decisions — fraud detection, personalised recommendations, credit…
Synthetic Data Generation
Many of the most valuable enterprise AI use cases — fraud detection,…