Across due diligence teams, manual cleanup and validation drag on every review cycle. Before analysts can assess risk, they first have to check whether each response is in the right format, based on the right definition, and comparable with the rest of the dataset.
Every cycle, the same admin work displaces the higher-value analysis. And as the program grows, so does the burden.