Hello, cleaning a virtual data room can be a tedious task especially if unrelated files exist in different formats (excel, powerpoint, text or word documents). Luckily, this can be solved through data cleaning techniques through ETL tools as well as using data cleaning scripts with python. Additionally, and to improve data quality automation pipelines can be integrated which prevent messy and unordered data splitting. This as well prevents security breaches and data leakage.