How and where data gets scrubbed will have significant consequences. While clean data is more valuable than dirty data (the mass of raw data collected by sensors), there is hidden value in those large masses of data. They can show broad trends and patterns that are not obvious in clean data, which is the modern equivalent of not seeing the forest for the trees https://semiengineering.com/data-vs-physics/