Contracted utilization is separating AI winners from capacity-only spending
Large technology companies continue to expand capital expenditure while placing greater emphasis on cloud utilization, revenue conversion, and delivery constraints.
Relevant to AI infrastructure suppliers, utilities, electrical equipment, industrial strategy, and board scrutiny of technology investment returns.
Separate suppliers with contracted demand through 2027 from projects dependent on speculative capacity additions.