Cleaning rules go well past trim/format-dates now: phone number formatting, currency-symbol stripping, boolean normalization, value mapping, splitting one source column into two fields, and combining two source columns into one (debit/credit split-column merges, sign-indicator merges). Every run also produces a downloadable report of exactly which rows were skipped and why.