Corporate spending on artificial intelligence infrastructure increased by 42% year-over-year in Q1, according to recent sector data. However, supply chain bottlenecks in high-performance computing hardware threaten to delay full-scale enterprise integration.
Hardware Constraints Limit Scaling
Data centers are facing unprecedented lead times for advanced GPU clusters. Energy infrastructure providers report that power allocation requests from tech campuses have doubled, creating a secondary barrier to deployment.