Scaling AI into Production Is Forcing a Rethink of Enterprise Infrastructure

Enterprises are moving from AI pilots and cloud experiments to production deployments on real workloads.

Agentic AI is increasing demands for infrastructure, data access, governance, and security.

Many companies use the cloud to test AI, then plan to bring production apps on premises for more control and lower cost.

Common enterprise use cases include search, threat detection, coding, and customer support.