Federal criminal authorities are firing a shot at Wall Street firms seeking lucrative business in resource-rich developing countries.

In a case widely watched on Wall Street, Och-Ziff Capital Management Group will pay more than $400 million to settle federal charges it paid tens of millions of dollars in bribes through intermediaries to African government officials, and a unit will plead guilty to criminal charges, according to people familiar with the matter.