European Universal Bank

Summary
Avantage Reply worked with a mid-sized European universal bank to optimise RWAs across retail, SME, and wholesale portfolios, achieving a significant reduction in RWAs while strengthening capital ratios.

Customer Goals

• Enhance capital efficiency to support sustainable growth in CIB and retail.
• Meet stricter Basel III requirements without tapping external capital markets.
• Improve transparency of RWA consumption across business lines.

Challenges

• Multiple regulatory approaches in parallel (A-IRB, F-IRB, Standardised), creating complexity.
• “Capital wastage” from outdated credit processes, conservative PD/LGD parameters, and data gaps
• Lack of transparency for front-office on RWA consumption and profitability.

Solution

• Performed a comprehensive RWA diagnostic using a lever-based checklist (collateral, netting, booking, data quality).
• Introduced better classification of corporates vs. SMEs, unlocking  RWA savings
• Enhanced collateral management practices, ensuring regular updates and broader eligibility.
• Developed dashboards for management to monitor RWA usage and profitability by client/product.

Customer Description
A universal bank operating across retail, SME, and corporate markets with a mix of advanced (A-IRB), foundation (F-IRB), and standardised credit portfolios.