Cost-Effective Strategies for Scaling AI Applications

AI scaling often leads to soaring cloud costs from compute, storage, and data transfer. Using spot instances can cut compute costs by 60-90% for fault-tolerant workloads. Auto-scaling and serverless inference further reduce waste, while cost monitoring tools help track spending.