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SRT: Tech solutions for effective risk management

Contents

Introduction

In the October 2024 edition of the Global Financial Stability Report, the International Monetary Fund depicts a rather solid global situation, amidst accommodative central bank policy, limited volatility and a resilient banking sector. The report focuses on the potential risks that might impact financial stability in the future, among which Synthetic Risk Transfer transactions (SRTs).

The risks of SRTs

How SRTs, which are used to manage credit risk and lower capital requirements, increase risk for the financial system?

SRTs move the credit risks associated with a pool of assets from banks to investors through a financial guarantee or credit-linked notes while keeping the loans on banks’ balance sheets. Banks “buy” credit protection, which reduces regulatory capital charges, “limits loan book concentration, reduces counterparty risk, and, for some US banks, avoids realizing potential mark-to-market losses linked to gyrations in interest rates compared with an outright sale of the loans”.

SRT issuance is expected to remain above $200 billion in Europe and more than triple in the United States to surpass $50 billion in 2024. Sellers of credit protection are mainly represented by private credit funds which exceed 60% of the market, followed by pension funds at c. 20%. Certain SRT characteristics could increase risks to financial stability. First, SRTs may elevate interconnectedness and create negative feedback loops during stress. This is evident in the case where banks provide leverage for credit funds to buy credit-linked notes issued by other banks.

The report explicitly mentions that “the magnitude of the interconnections is difficult to assess because the market remains opaque, with only a fraction of deals being made public and no centralized repository for data on SRT”. It is therefore key for the health of the SRT market and, consequently, for the whole banking industry that heavily relies on it, to be equipped with proper tools.

Essential  tools for effective SRT management

Of the many operational, risk management and decision-making advantages SRT market participants can derive, the most important ones are:

Look-through analysis in single transactions: In individual SRT portfolios, look-through technology enables investors and institutions to dissect the composition of underlying assets, examining attributes such as asset type, borrower credit quality, geographic distribution, and sector exposure. This level of detail is essential for several reasons:

  • Granular risk assessment: This allows for a detailed evaluation of potential credit risks, making it easier to pinpoint vulnerabilities within each loan pool.
  • Concentration analysis: By understanding asset concentration within a single SRT transaction, institutions can better manage sectoral and borrower exposure, avoiding undue risk in certain areas.
  • Credit quality monitoring: Look-through analysis helps track shifts in the creditworthiness of underlying borrowers, enabling more dynamic and responsive risk management.

Aggregation across multiple transactions: Aggregated look-through capabilities are equally vital, as they allow for a holistic view of risk exposure across multiple SRT transactions. This approach is particularly beneficial for addressing systemic risks due to interconnectedness and feedback loops. Through aggregated look-through analysis, institutions can:

  • Identify cross-portfolio exposures: By analyzing common exposures across multiple transactions, institutions can detect concentration risks tied to specific borrowers, industries, or geographic areas, which might otherwise go unnoticed.
  • Assess systemic vulnerabilities: Understanding cumulative risk exposure across transactions enables institutions to simulate potential contagion effects and feedback loops, especially during periods of market stress.
  • Enhance counterparty risk management: Aggregating exposures helps monitor dependencies on specific counterparties or credit protection sellers, reducing counterparty risks that could trigger cascading impacts in a stressed environment.

Data management system: In an environment where risk dynamics and regulatory demands are constantly evolving, a solid data management system that can automatically retrieve and enrich data is essential for effectively managing the risks associated with SRT transactions. A proper data management system empowers institutions to:

  • Automate data retrieval:  Seamlessly connect with multiple data sources and parse data in different formats
  • Standardize data: Establish a common data dictionary to standardize, enabling easy comparison of credit risk metrics across portfolios, transactions, and counterparties. This comprehensive view of risk exposures and interconnectedness facilitates more accurate risk assessments.
  • Enrich data: Add valuable context by integrating additional information, such as macroeconomic indicators, borrower credit scores, and sector-specific trends. Enrichment transforms raw data into actionable insights, enhancing visibility into factors that might affect credit quality or portfolio performance.
  • Streamline compliance and reporting: Regulations surrounding SRT transactions often require frequent reporting of risk exposures, concentrations, and credit quality. An automated data management system simplifies this process, enabling institutions to pull data directly from reliable sources, aggregate it according to regulatory guidelines, and generate standardized reports. This can reduce compliance costs, minimize errors, and improve audit readiness.

Cardo AI: Your partner in SRT risk management

Cardo AI’s comprehensive platform empowers both buy-side and sell-side participants in the SRT market to effectively manage risks and improve their decision-making process.

Benefits for buy-side investors
  • In-depth due diligence: Granular insights into SRT transactions, including underlying assets, counterparty risk, and systemic exposures.
  • Optimized portfolio management: Advanced analytics to optimize portfolio construction, diversification, and risk management.
  • Enhanced risk mitigation: Sophisticated risk modeling to assess various scenarios and stress tests.
  • Better access to leverage: by providing lenders the ability to monitor and keep the risk under control, while providing the right information to the financing banks, investors can increase the amount of leverage they can get access to.
Benefits for banks
  • Regulatory compliance: Streamlined reporting and transparency.
  • Enhanced risk management: Robust tools for credit, market, and operational risk.
  • Improved decision-making: Data-driven insights for pricing and structuring.
  • Efficient operations: Automated tasks for cost reduction and efficiency.

Replace fragmented reporting with a unified, automated solution. Mitigate your SRT risks and foster market stability with Cardo AI. Book a demo

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