AI Reshapes Software Lending
AI is changing how lenders think about software businesses, from growth durability to margin risk and product defensibility.
Software companies used to look predictable to lenders. AI is making that harder.
What happened
A current market note highlighted how AI is disrupting software underwriting for European lenders, alongside continued deployment of large private-credit capital. The story is not a single startup financing, but a signal about how capital providers are reassessing software companies.
The core question is simple: does AI make a software business stronger, or does it make its product easier to copy and its pricing harder to defend?
Why it matters
For years, software lending relied on attractive assumptions: recurring revenue, sticky customers, high gross margins and predictable growth. AI complicates that model. Some companies may use AI to expand margins and ship faster. Others may see their features commoditised as customers expect AI-native tools at lower prices.
That changes underwriting. Lenders need to understand not just revenue metrics, but product defensibility, AI adoption, customer value and whether a company can maintain pricing power.
The bigger picture
AI is not only changing software products. It is changing how software companies are financed. Venture investors, private-credit funds and acquirers all need to judge whether AI is a tailwind or a threat. That makes software lending a useful behind-the-scenes indicator of how the market is repricing the AI transition.