Rob Strechay

Rob Strechay is a seasoned expert in the tech landscape. His passion lies in uncovering the secrets of AI, cloud-native, data +AI infrastructure, observability, cyber resilience, and sustainable IT. He's the founder and principal analyst with Smuget Consulting, and helps organizations grapple with the future of infrastructure and product.

5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring

Enterprises panic-bought GPU capacity for two years. Real-world audits now show average utilization stuck at 5%. Rob Strechay on what the data says — and what comes next.

Rob Strechay

May 8, 2026