R.J. O’Brien & Associates started life in late 1914 as John V. McCarthy & Co. to sell butter and eggs on a cart through the streets of Chicago. Over the next century, the firm expanded to broker and clear a dizzying array of futures and financial instruments from London to Dubai to Singapore.