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Article
Forward Metrics Expose Hidden Balance Sheet Risks
Forward-looking risk metrics can reveal hidden balance sheet vulnerabilities long before they appear in traditional EVE and NII measures. The Senior Risk Consultant at a leading balance sheet risk management software provider explains how combining predictive analytics, optimization techniques, and human judgment enables banks to design more resilient hedging strategies and make better-informed balance sheet decisions.
Aug 18, 2026
Center for Financial Professionals ,
Tags:
ALM, Treasury and Liquidity Risk
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The views and opinions expressed in this content are those of the thought leader as an individual and are not attributed to CeFPro or any other organization
- Forward-looking risk
metrics help identify hidden balance sheet exposures before they
materialize
- Traditional EVE and
NII measures alone may overlook future risks
- Optimization
techniques can evaluate multiple hedging strategies simultaneously
- Practical constraints
should be incorporated to ensure realistic recommendations
- Human judgment
remains central to final decision-making
- AI and optimization
can transform static dashboards into proactive decision-support tools
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