Dynamic LTV Modeling

Dynamic LTV Modeling involves adjusting loan-to-value ratios in real-time based on the volatility and liquidity of the underlying collateral. Fixed LTVs are often too rigid, either being too loose during high volatility or too restrictive during calm periods.

Dynamic models use market data to automatically tighten collateral requirements when risk increases, protecting the protocol from insolvency. This requires a robust oracle infrastructure and fast, reliable data feeds.

By adapting to market conditions, dynamic LTVs improve capital efficiency while maintaining a high safety buffer. This approach is essential for protocols that support a wide range of assets with varying risk profiles.