Riten Dixit
VP Head of Financial Risk Management, Federal Home Loan Bank of Cincinnati
14:25 - 15:10
PANEL DISCUSSION
Creating Enterprise Model Inventories and Risk Taxonomies for Greater Transparency
- Developing inventories that capture ownership, purpose and validation status
- Tagging AI and ML models with risk tiers and dependencies
- Enabling portfolio-level oversight of model concentration risk
- Using inventory insights to drive prioritisation and resource planning
11:35 - 12:10
PANEL DISCUSSION
Evolving Model Validation Practices for Next-Generation Models
- Managing continuous validation for adaptive and self-learning systems
- Using challenger models and parallel runs for benchmarking
- Understanding expectations around explainability and bias control
- Prioritising resources based on model criticality and complexity