Numerix sees technology potential in navigating private credit boom

Private credit's expansion into markets traditionally dominated by banks has become one of the defining trends in structured finance. As non-bank lenders continue gaining market share, investors are navigating new opportunities in yield generation, portfolio diversification, and alternative financing structures. 

At the same time, rapid growth has exposed new challenges around transparency, valuation, data quality, and stress testing—particularly as private credit increasingly intersects with sectors experiencing significant disruption and volatility. 

In this GlobalCapital Q&A, David Oh, Product Manager, PolyPaths at Numerix, explores how private credit is evolving beyond traditional direct lending, the growing role of Synthetic Risk Transfers (SRTs), and why advanced analytics and scenario modeling are becoming essential tools for investors seeking deeper insight into risk and valuation. 

Topics covered include: 

• The continued expansion of private credit and its impact on structured finance markets  
• Evolving risk management challenges in private credit, including valuation complexity, data quality limitations, and stress testing under volatile market conditions 
• Why SRTs are becoming an increasingly important capital management tool for banks  
• The common risk and modeling challenges spanning private credit, SRTs, and CLOs  
• How technology, AI, and advanced analytics are enhancing risk assessment and investment decision-making 

Read the full article to learn how investors and financial institutions can better navigate the opportunities and risks emerging across private credit and structured finance markets.