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> If this type of company already exists who are some examples?

Palantir.

Data wrangling -- Trifacta, Tamr, etc. productized this so you don't need a consulting army.

Who are the clients and how much do they pay for these services? Whats the typical size of the dataset? Speed benchmarks shared with the public?