Goldman Sachs, beset by a steady decline in a fixed income trading operation that was once its most reliable source of profits, is turning for help to a business it once eschewed for help: debt financing.

With its top-ranked mergers and acquisitions operation facing more limited growth prospects and debt trading under pressure from new regulations, Goldman has identified loans and bond underwriting as key sources of additional profit, according to officials at the firm.