production AI

Why AI Infrastructure Costs Exceed Expectations in Production Environments

AI infrastructure costs frequently surpass initial budgets due to overlooked factors like data access patterns, fan-out complexity, and consistency requirements, impacting GPU utilization and operational expenses.