Establishing an Enterprise-Scale Model Risk Management Center of Excellence

As banks increasingly rely on statistical and machine learning models to drive credit decisions, risk management, regulatory reporting, and strategic planning, strong model governance has become critical. Regulatory expectations mandate independent validation, transparency, and documented controls across the entire model lifecycle.

To meet stringent regulatory requirements and manage a growing and diverse model inventory, large banks are adopting centralized Model Risk Management (MRM) Centers of Excellence to ensure consistent validation, audit readiness, and ongoing compliance.

Key Outcomes

• Enterprise-Grade Model Governance Established a centralized and consistent validation capability aligned with SR 11-7 and OCC 2011-12 guidance.
• Regulatory Readiness at Scale Enabled audit-ready documentation and defensible validation outcomes across hundreds of complex models.
• Improved Risk Transparency Provided independent insights into model performance, assumptions, overrides, and limitations across the enterprise.
• Operational Excellence Delivered large-scale model validation with zero SLA breaches, ensuring trust with regulators and internal stakeholders.

 

By establishing a robust Model Risk Management Center of Excellence, Coforge enabled the bank to validate complex models at scale, meet stringent regulatory requirements, and strengthen confidence in enterprise-wide risk and analytical decision-making.