A company is looking to automate and orchestrate the flow of large volumes of data from multiple sources using a scalable data management solution built on AWS services. The solution must guarantee that business rules and data transformations are executed in the proper sequence, provide mechanisms for reprocessing data in the event of errors, and require minimal ongoing maintenance.

Which AWS service should the company utilize to efficiently manage and automate the orchestration of these data flows?