Data Storage Costs in AI Infrastructure Planning

AI costs extend beyond GPUs to include significant data storage expenses. After a model responds, the back-end data generated from billions of daily prompts, images, and videos requires careful planning. Data storage is one of the more challenging infrastructure costs to plan for and is often overlooked in initial AI infrastructure discussions. While traditional conversations focus on the training process, the need for storage grows as inference demands increase.