Why Structural Diversity in Private Credit Is Challenging Legacy Systems
Summary
Private credit data integration is now essential as managers face rising private credit operational challenges across asset-based lending data management, specialty finance portfolio analytics, and structured facilities. Legacy systems in private credit cannot support today’s diverse datasets, creating risk, reporting failures, and bottlenecks that limit scale, transparency, and investor confidence.
Shobhit Sheel
Shobhit is a financial technology leader with 16+ years of experience across private credit, structured credit, and CLO operations. At Arcesium, he serves as a Forward Deployed Solution Architect, enabling clients with product capabilities and tailored technology solutions to drive efficiency and innovation.
Sources:
[i] CNBC, December 2, 2025. https://www.cnbc.com/2025/12/02/asset-backed-finance-growth-scrutiny.html
[ii] Oliver Wyman, 2024. https://www.oliverwyman.com/our-expertise/insights/2024/apr/private-credit-next-act-bank-resurgence.html
[iii] AIMA, July 25, 2025. https://www.aima.org/article/alternative-investments-asset-based-versus-asset-backed.html
[iv] Mayer Brown, October 7, 2025. https://www.mayerbrown.com/en/insights/publications/2025/10/spectrum-of-fund-finance-structures
[v] Alternative Investment Management Association and Dechert, October 6, 2025. https://www.prnewswire.com/news-releases/new-research-shows-private-credit-fund-structuring-evolution-driven-by-investor-demand-for-liquidity-customization-rated-notes-and-co-investment-302575764.html
