Angelo Ruffino of Bain Capital forecasts that default rates in the software lending sector will significantly exceed the broader leveraged loan market average of 4-5%, potentially reaching high single-digit or even low double-digit percentages due to AI disruption and over-leverage.
The primary threat of AI to software isn't rendering it obsolete, but rather challenging its growth model. AI will make it harder for SaaS companies to implement annual price increases and will compress valuation multiples, creating stress for over-leveraged firms from the zero-interest-rate era.
The democratization of private credit means managers must now handle brand perception and retail investor sentiment. Unlike sophisticated institutions, retail investors may react poorly to liquidity gates, turning fund management into a consumer-facing business where communication and trust are paramount for long-term success.
Once left for dead post-Napster, music royalties have become a liquid, institutional asset class. They are viewed as an 'AI winner' with durable, toll-road-like cash flows, driven by the growth of streaming subscribers and the industry's newfound pricing power, making them highly attractive for long-duration investors.
Unlike the great financial crisis, recent credit cycles have been confined to specific sectors (e.g., energy, and now potentially software) rather than broad, macro-driven downturns. Without the ingredients for a deep recession, current stress in software is unlikely to cause contagion across the wider credit markets.
The rapidly growing field of Asset-Based Finance (ABF) is largely an evolution and rebranding of what experienced investors have long known as structured credit. This market, historically dominated by banks, is expanding into private markets and now includes financing for modern assets like GPUs and data centers.
High-yield returns on investment-grade private credit are not paid by the borrowing company on the entire loan. Lenders generate these returns by selling the low-risk senior debt and retaining a small, highly-levered 'first loss residual' tranche, which offers mid-teens returns for a credit-like risk profile.
Bain Capital sees Asia as a highly fruitful market because it is still dominated by banks and lacks a developed private credit or hybrid capital ecosystem. This creates a significant opportunity for firms to provide structured, value-add financing solutions to founders and public companies in the region.