The 21 people worked for Ezubao, a peer-to-peer lender widely described in Chinese state media as a Ponzi scheme.
Ezubao is believed to be China's largest such online financing business.
State media said investigations had found more than 95% of the investment offerings on the site were fake.
Chinese television broadcast apparent confessions by two former employees of the company, that was based in Anhui province.
