The early migration has focused on Finra's order audit trail system, or OATS, which accounts for a large part of processing all of a day's market-generated data.

The hundreds of surveillance patterns Finra runs need to be written on the new platform, then tested against the old code to ensure the results are the same. Once migrated, they will run faster, Gira said, noting the results so far have been "pretty dramatic."

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