Tan Bee Geok's husband is Dato' Seri Stanley Thai. Together, the couple co-founded Supermax Corporation Berhad in 1987, building the enterprise from a small trading outfit into a global manufacturing powerhouse. While she serves as the Group Executive Director, he acts as the Group Managing Director, jointly directing the company's operational strategies, international expansion, and corporate governance across global medical protection markets.