NEW YORK (Dow Jones)--Goldman Sachs' private-equity business, already big, keeps getting bigger.

The New York bank has quietly set up a new program called "GS Direct" to make private equity investments in middle-market companies, just months after it raised a massive $20bn (€15bn) fund to conduct larger buyouts.