Private capital has committed hundreds of billions of dollars to AI infrastructure, with investments premised on stable, infrastructure-grade cash flows. Yet a material risk remains largely outside conventional underwriting models: exposure to patents held by other companies and licensing entities.
The current policy and legal environment, both in the US and internationally, combined with the unique characteristics of the AI infrastructure market, suggest that patent risk deserves greater attention from Wall Street.
Key considerations for investors and capital providers:
A material risk outside conventional underwriting
Patent risks associated with AI infrastructure are maturing largely outside standard underwriting models.
Historical warning signs
Recent litigation mirrors patterns that preceded the Smartphone Patent Wars of the 2010s, suggesting that patent risk is beginning to surface.
Potential capital structure implications
Unlike past technology cycles, AI infrastructure patent risk could extend beyond operating margins to capital structures.
An opportunity for proactive risk management
Investors and capital providers have strategies and resources to quantify and manage patent exposure within their investments.