1. Purpose and Scope
As stablecoins become critical infrastructure for on-chain delivery-versus-payment (DvP) cycles, the DCM Core Institute provides a standardized framework to measure redemption resilience and systemic de-pegging risk.
2. Collateral Hygiene Matrix
We evaluate the risk profile of underlying reserves based on three primary dimensions:
A. Liquidity Tiering
Reserves are categorized by their liquidation timeframe. Cash and T-bills are weighted as Tier 1 (100% liquidity factor), whereas private credit or illiquid digital assets are Tier 4 (25% liquidity factor).
B. Custodial Integrity
Assessment of the legal separation of assets, bankruptcy remoteness of the issuer, and the credit rating of custodial banks.
3. De-pegging Probability Model
The de-pegging risk is modeled as a transition state using Markov chain analysis, considering:
- Cross-ledger Imbalance: Disparity in liquidity across multiple chains for the same asset.
- Protocol Exposure: Amount of the stablecoin acting as collateral in high-leverage DeFi pools.
- Sentiment Divergence: Real-time analysis of institutional sentiment vs. retail social volume.
4. Reporting Standards
Our Stablecoin Risk Hub (Observatory) updates these scores in real-time. Any asset falling below our "Institutional Grade" threshold for more than 4 consecutive hours triggers an automatic risk alert to all partner regulators.