Amazon ElastiCache is designed to store data in-memory to provide low-latency access to hot data. This helps improve the performance of applications by allowing quick retrieval of information which is accessed frequently, thus reducing the need to access slower disk-based storage systems. It is commonly used to enhance response times for dynamic web applications that require rapid data access.