A company is planning to transfer multiple terabytes of data to AWS. The data is collected offline from ships. The company want to run complex transformation be...

A company is planning to transfer multiple terabytes of data to AWS. The data is collected offline from ships. The company want to run complex transformation before transferring the data.
Which AWS service should a solutions architect recommend for this migration?