By Rogerio Jelmayer 

SÃO PAULO--U.S.-based private-equity firm Bain Capital LLC signed an agreement to acquire Brazilian health-insurance operator Intermedica for about 2 billion Brazilian reais ($851 million), highlighting international investors' interest in the health industry in Brazil, according to two people close to the operation.

Bain Capital signed the agreement to acquire Intermedica from its owner and founder Paulo Barbanti during the weekend, according those two people, who declined to be named for this article.

An Intermedica spokesman declined to comment for this report, while Bain Capital press officials weren't immediately reached for comment.

Bain Capital was advised by Itau BBA and Morgan Stanley in the process. Intermedica is part of a group called NotreDame Intermedica, which also has a dental-services provider. Bain Capital acquired just the health-insurance operator, according to one of the sources.

In 2012, the most recent figure available, Intermedica posted revenue of 2.02 billion reais, up from 1.88 billion reais in 2011.

Brazil's healthy industry is attracting the interest of international investors as a rise in income and a low unemployment rate are fueling investment in the industry, despite tepid economic activity.

In 2012, U.S. managed-care company UnitedHealth Group Inc. acquired Brazilian insurer and hospital operator Amil Participacoes S.A. for more than $4.3 billion.

Write to Rogerio Jelmayer at rogerio.jelmayer@wsj.com

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