Carlyle Group LP (CG) is expected to announce soon that it has struck a deal to acquire asset manager TCW Group Inc., according to people familiar with the matter.

Los Angeles-based TCW, which has about $127 billion in assets under management, is majority owned by France's Societe Generale SA (SCGLY, GLE.FR). A deal could be announced as soon as market close Thursday in Paris.

TCW employees already own a sizeable chunk of the firm, and in this deal their position will increase, said people familiar with the matter.

France's second-largest bank by market value, Societe Generale has been cutting costs and selling assets to free up cash to help it meet new capital targets imposed on European banks that are intended to help them better weather a financial crisis. Societe Generale set a goal in September of freeing up 4 billion euros ($4.9 billion) by selling assets.

In addition, Paris-based Societe Generale has been pulling back from the asset-management business in recent years, both in its home country and abroad. It earlier divested its asset-management businesses in Korea and the U.K.

Societe Generale acquired a controlling stake in TCW in 2001 for about $880 million. It subsequently boosted its stake to the point that it currently owns about 85% of the firm.

Earlier this month the bank wrote down the value of its position in TCW by EUR200 million.

The bank said in 2009 that it planned eventually to spin off TCW in a stock offering, but later that year hired Citigroup Inc. to explore strategic options for the asset manager. That development accelerated the firm's acrimonious split with its star bond trader, Jeffrey Gundlach, who managed about 60% of TCW's assets.

TCW and Mr. Gundlach took to the courts over his dismissal. TCW said Mr. Gundlach stole trade secrets from the firm. Mr. Gundlach claimed that he and others who left with him were owed millions in back wages.

Following a high-profile, seven-week trial, a jury awarded Mr. Gundlach $66.7 million and also found for TCW, though the matter was settled out of court before a judge could rule on TCW's request for $82 million in damages.

Mr. Gundlach went on to found fixed-income investment firm DoubleLine Capital LP, which manages about $30 billion.

TCW, meanwhile, replaced Mr. Gundlach and his team by acquiring Metropolitan West Asset Management LLC in December 2010 for $300 million, closing the deal about three months later. MetWest had $30 billion in assets under management at the time it was acquired.

Write to Ryan Dezember at ryan.dezember@dowjones.com

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