Certain features offered by Azure Cosmos DB, such as Change Feed Processor and Bulk Executor Library, can be used to perform a live data transfer between containers. This enables data redistribution to meet the intended new partition key strategy, as well as subsequent application updates. As a result, you'll be able to update your partition key.