When “Clean Data” Isn’t Actually Clean
In loan servicing, “clean data” is often taken at face value. Files load. Reports run. Fields are populated.On the surface, everything appears consistent. But consistency is not the same as integrity. Across portfolios, we see a recurring pattern:data that functions in steady-state, but breaks under scrutiny. The Illusion of Cleanliness A dataset can appear complete […]