While On-Demand mode is well-suited for unpredictable or bursty workloads, it is often cost-inefficient for applications with consistent throughput. In these cases, shifting to Provisioned mode with Auto Scaling allows teams to set a baseline level of capacity and scale incrementally as needed—often yielding substantial cost savings without compromising performance.