McKinsey is overhauling its China business after cutting back on government-linked clients and reducing the unit’s workforce by nearly 500 people, about a third of the total. 

To reduce security risks associated with doing business in China, the U.S.-based consulting firm has been separating its China operations from other global operations, people familiar with the matter said—a practice increasingly popular among multinational companies.