If you can get your data safely to S3, Athena can handle a lot of reporting and analysis use cases. The table or view definition can handle the normalization process. Full on ETL pipelines are sometimes (but not always) more engineering than necessary.

(Disclaimer: I work in data engineering at Amazon and use those tools in my day to day)