The key point isn’t just the 10x ARR growth, but what it signals about the direction of AI infrastructure. If agents are to operate businesses rather than merely assist employees, they’ll need reliable infrastructure for the operational layer. The near term opportunity is real, but trust, security, compliance, and human oversight will determine how quickly “autonomous companies” move from an exciting thesis to a scalable reality.