MUMBAI—Tata Group, one of India’s largest conglomerates, abruptly removed its chairman Monday, replacing him temporarily with his predecessor, a member of the company’s founding family.

Tata Group spans dozens of businesses, from salt to software, with collective revenue of more than $100 billion.

The group’s holdings include U.K.-based Jaguar...