Manappuram Finance is nearing an agreement with Bain Capital for the latter to acquire a controlling stake worth around $1 billion according to reports. The reported deal follows the RBI's decision a month ago to lift restrictions on Asirwad Micro Finance, a subsidiary of the non-bank lender.