On a sunny Friday afternoon in June 2003, Rajat Gupta was greeted at his waterfront home in Westport, Connecticut, by scores of his McKinsey and Co. partners. They had come from London, Frankfurt, New Delhi and other cities around the world—and brought along an elephant, which they tethered on the front lawn. Gupta was stepping down after nine years as managing director of the global consulting firm.