By Bradley Hope 

Every Monday morning for the past 20 months, Daniel Coleman has stepped off his private jet from Alabama and straight into a storm.

The southerner is chief executive of KCG Holdings Inc., the New Jersey-based company that was formed after a computer-trading glitch forced financial-services firm Knight Capital Group to merge with a high-speed trading firm.

Since he took over, tensions between the former employees of both firms have escalated, culminating in an anonymous letter to KCG's board late last year warning of an "open rebellion." Meanwhile, the share price has hardly budged and a once-profitable high-frequency trading business has been running at a loss, according to people familiar with the matter.

In a sign of continuing struggles to get the two companies to mesh, all of the top Knight-era executives have left. Two departed this month, including the executive who long oversaw a key part of Knight's market-making business, the main profit engine for KCG.

Mr. Coleman acknowledged that the combination has been "tough," but said the firm is finally emerging from a difficult integration in which it has sold assets, reduced head count and begun to create a new culture.

He said KCG is positioning itself as a new kind of securities firm, using technology from its high-frequency-trading business to bolster its more traditional trading services. He cited a new trading algorithm called Catch that is designed to help clients buy and sell stock cheaply.

"We're figuring out ways to bring a new firm to life, rather than shed vestiges of other firms," said Mr. Coleman, 50 years old, who speaks with a trace of an Alabama accent. Mr. Coleman travels between his home in Birmingham, where he lives with his wife and three children, and KCG's offices in the U.S., London and Singapore.

There are signs of progress at KCG. The fourth quarter was its best since the merger, with the firm earning $26.5 million on $346 million of revenue.

Yet analysts and industry observers note the lion's share of the company's profit still comes from one business: wholesale market making. That business pays retail brokerages such as Fidelity Investments and TD Ameritrade for the right to execute retail stock trades and makes money by trading against those orders.

"The biggest question is what can this firm achieve," said Richard Repetto, an analyst at Sandler O'Neill + Partners. "They've taken out costs, restructured debt and sold noncore assets. Now it's about can they put up some good financial results."

KCG was born out of a mistake. In August 2012, a computer-trading glitch caused Knight to enter millions of faulty trades in less than an hour. When the dust settled, Knight lost $440 million. The company frantically raised money to save the business but ultimately chose to merge with a shareholder, Getco, a little-known Chicago-based high-frequency-trading firm. Mr. Coleman, who had joined Getco only two years earlier, took over the combined firm.

The vision behind the merger was that KCG would take the best from both companies. Knight Capital had strong relationships with customers and a roster of profitable businesses. Getco had cutting-edge technology and high-frequency traders, who primarily made money by making markets on exchanges around the world.

But the integration proved trickier than expected, current and former employees said, in part because Getco's businesses emerged as a drag on the company.

Last fall, an anonymous letter addressed to KCG's board and shareholders surfaced. It said some of the Getco-era businesses were "performing poorly" and that KCG's "corporate culture is in disarray with employees close to open rebellion and fleeing in droves," according to a copy of the letter reviewed by The Wall Street Journal.

Soon after the letter began circulating, KCG said Steven Bisgay, its chief financial officer and longtime Knight employee, left the firm but didn't give any explanation. Mr. Bisgay, who joined Cantor Fitzgerald LP as finance chief last month, declined to comment.

Mr. Coleman said he held a call with the staff that directly reported to the management team. On the call, he "acknowledged the emotion in the letter" and "straightened out inaccuracies," he said.

The departures have continued. Last week, the last member of KCG's management team who was formerly at Knight left the company. That exit closely followed the abrupt resignation of George Sohos, longtime head of the market-making business.

Mr. Coleman, who rose from an options pit trader in Chicago to become UBS AG's global head of equities, has largely replaced departed Knight-era managers with executives he had worked with. For instance, Mr. Coleman last year appointed Philip Allison, a former global head of cash equities at UBS, as chief executive of KCG Europe.

Another move that antagonized some employees from the Knight era was switching most employees from a direct commission to an annual bonus plan, leading to declines in overall compensation for some. Mr. Coleman also eliminated corporate titles such as managing director and executive vice president, replacing them with simple functional titles.

Many lost their jobs or joined new firms after legacy Knight businesses were sold. As of the end of the fourth quarter in 2014, the firm had 1,093 employees, down from about 1,930 immediately after the merger.

"For some people, their world turned upside down with this merger," Mr. Coleman said.

Mr. Coleman said those changes, while "disruptive," were the right choices as he sought to position KCG as a global market maker and specialist in trading securities. The 2008 financial crisis and ensuing regulations have created an opportunity for smaller companies like KCG to take over businesses long controlled by big banks, he said.

A major challenge in the months ahead will be improving the performance of the legacy Getco high-frequency trading business, which has been running at a net loss recently, according to people familiar with the matter. Part of this stems from an increasingly competitive marketplace and lower volatility, which often fuels profits for this type of trading.

Mr. Coleman declined to confirm or deny the business was losing money because the firm doesn't disclose details about the performance of each unit. But he said the group's revenue had increased for the last three quarters.

"Over time, it'll be harder to differentiate between what was Knight and Getco," he said.

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