Securities regulators have launched a broad investigation into whether hedge funds and other investors are improperly selling hot private technology stocks amid a boom in the trading of such shares, people close to the probe say.

The regulatory scrutiny, which is at an early stage, follows a March page-one article in The Wall Street Journal that delved into the role of middlemen in the burgeoning market for private shares.

The investigation, by the Securities and Exchange Commission, is focused on a burst of new activity recently by people selling pre-IPO shares as valuations of private tech companies have exploded and companies have opted to remain private for longer.

The SEC also is examining a recent rise in firms selling employee-owned shares of private companies through derivative transactions, the people say. In some cases, the sale of employee shares through such derivative transactions is prohibited by the companies, these people say.

The SEC is looking into whether such derivative transactions represent possible violations of the Dodd-Frank Act of 2010, which makes it unlawful for most individual investors to trade swaps unless the transaction takes place on a national securities exchange with a registration statement from the SEC.

Swaps are contracts in which two parties agree to exchange payments based, in this instance, partly on the value of private companies.

The regulatory probe reflects concern about activity in the swelling private market for tech shares of big, established companies. Startups worth more than $1 billion have raised about $15.5 billion in additional funds through the first half of this year, according to Dow Jones VentureSource.

The SEC investigation comes as it filed on June 17 a case against Silicon Valley-based Sand Hill Exchange, which operated a website designed to allow people to buy and sell contracts related to the value of private companies and their securities.

The SEC brought a cease-and-desist order against Sand Hill based on findings in an administrative proceeding that the company's business allegedly violated the Dodd-Frank Act because the stock contracts weren't registered with regulators and weren't traded on a national exchange as required by the law.

Sand Hill settled the charges without admitting or denying the findings. It agreed to pay a $20,000 penalty.

A memo published in late June by law firm Davis Polk & Wardwell LLP argued that the SEC's Sand Hill Exchange action may have been a watershed moment, signaling that the agency is "willing to exercise its statutory authority over" certain swap trades and its intention to "scrutinize attempts to offer these products to retail investors."

The SEC has sent letters to several firms that offer derivative transactions to employees of private tech companies who want to sell their shares, asking for information about the transactions, a person close to the situation says. Many of the derivative transactions are being offered by new firms that have opened in the past six months, the person said.

The SEC is also looking into whether middlemen have possibly misled investors about special funds known as special purpose vehicles, which purport to invest in private tech shares, the people say.

Among those being scrutinized is hedge-fund manager Jonathan Sands, who attempted in January to raise money from investors for an investment fund with $100 million in Uber Technologies Inc. stock that Mr. Sands said he was getting "directly" from Uber to sell to other investors in exchange for a management fee and a cut of the profits, according to an email exchange between Mr. Sands and an investor that was reviewed by the Journal.

Mr. Sands didn't actually have access to the shares, according to people familiar with the matter. When Uber lawyers learned of his actions they sent him an email asking him to stop, which he did.

Mr. Sands was featured in the March article in the Journal. Mr. Sands previously has said he did nothing wrong and that he aborted his plans to raise money for the special fund. In an email exchange Wednesday, he said any suggestion that he did anything improper in selling the Uber shares was "materially false."

Before he ceased his efforts, Mr. Sands, who runs New York-based Artist Capital Inc., asked investment bank Aldwych Capital Partners to help him raise money for the Uber funds. An employee at Aldwych in turn reached out to brokerage firm Raymond James Financial Inc., telling him the firm had an "exclusive" on a chance to buy Uber stock.

A spokeswoman for Aldwych declined to comment Wednesday. Previously, Aldwych said the bank made "a few enquiries" when asked by Mr. Sands to "gauge investor interest" but in the end "nothing was raised."

A Raymond James spokesman said the solicitation from the Aldwych employee wasn't shared with clients and wasn't acted upon.

The probe of derivative transactions involving employee shares is aimed at gauging the different varieties of transactions using derivatives that allow employees to get money for their shares without having to actually sell them, which can in some cases violate company policy, the people familiar with the probe say.

Companies that help match employees seeking cash for their shares with potential investors recently have grown sharply.

Two of the biggest such firms, EquityZen Inc. and Equidate Inc., now are exploring whether they are affected by swaps regulation, according to people familiar with the firms. Spokespeople for the two firms declined to comment.

Mr. Sands is emblematic of a group of brokers and fund managers who do business trying to obtain private shares when they are sold by companies or employees.

Such fund managers, who set up special funds for investors to buy, take a cut of the profits and a management fee in exchange for the private shares.

Mr. Sands was hoping to take a 1% management fee on the Uber fund and 15% of the profits, according to an email reviewed by the Journal.

Write to Susan Pulliam at susan.pulliam@wsj.com and Telis Demos at telis.demos@wsj.com

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