The scale and speed of the activity in financial markets today is staggering. This year alone has seen an average of 48 million U.S. equities trades occurring every single day,1 generating trillions of records spanning trades, positions, pricing, and risk metrics. At the center of all this activity lies one constant: financial instruments (securities).

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