Technology Strategy

Technology Strategy Consulting

The Memory Bottleneck Behind the AI Boom

AI infrastructure is becoming a constraint-stack problem: a finished GPU die is not deployable compute until enough high-bandwidth memory is available, qualified and integrated through advanced packaging. This report examines HBM supply, yield, bandwidth and packaging constraints, the paths to relief, and the innovation opportunities emerging across the AI hardware ecosystem.