Ocwen Financial Corp. on Thursday sold securities backed by fees it collects on a pool of $11.8 billion in mortgages, offering investors yields of as much as 10%, according to people familiar with the deal.

The deal was the first by any company to securitize the so-called mortgage servicing rights, which are the fees paid to firms that collect and distribute interest payments.

Ocwen and other firms have been amassing servicing rights from large banks that have found the business more costly due to regulatory scrutiny and higher capital costs. Ocwen, which has drawn fire from homeowners and mortgage bond investors for its servicing methods, will use the proceeds to purchase more servicing, according to a term sheet.

Investors including hedge funds bought $123.6 million of the securities in return for payments at an annual rate of 0.21% of the underlying pool for 14 years, the people said. The amount sold is less than the $136 million discussed with investors last week.

Investors said the main risk is that the underlying pool of loans shrinks as homeowners refinance their loans, reducing payments on the securities. Some investors said they didn't buy because they believe the underlying mortgage pool will shrink faster than the rate expected by Ocwen, delivering a yield below 10%.

But because the notes are secured debt of Ocwen, investors also factored in the risk that the firm wouldn't be able to meet its obligations, investors said. Ocwen is rated B-plus by Standard & Poor's Ratings Services.

The acquisition of servicing rights by Ocwen and other firms has drawn scrutiny from regulators concerned about the firms ability to handle the increased volume. This month, New York Superintendent of Financial Services Benjamin Lawsky halted a deal in which Wells Fargo & Co. agreed to sell to Ocwen the rights to service $39 billion of loans.

The drumbeat of criticism of mortgage servicers continued on Wednesday when Steve Antonakes, deputy director of the Consumer Financial Protection Bureau, said he was "deeply disappointed by the lack of progress" made by the industry in the treatment of borrowers.

Ocwen declined to comment, a spokeswoman said.

Write to Al Yoon at albert.yoon@dowjones.com

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