Hedge-fund manager Brian Kelly has slashed his annual labor-related costs from approximately $5 million down to between $30,000 and $40,000 by replacing his human staff with agentic artificial intelligence at his new trading firm, Bracket22, according to reports.
Bracket22 Replaces Human Payroll With Autonomous AI Agents
Kelly, a former trader featured on CNBC’s “Fast Money,” closed his previous cryptocurrency hedge fund in early 2025 and launched Bracket22 later that year. The firm trades cryptocurrencies, stocks, and commodities using solely Kelly’s personal capital, according to sources. While Kelly previously maintained a global staff of seven to eight employees primarily based in New York, he told CNBC that salaries, compute resources, healthcare, office space, and bonuses pushed his annual payroll well into the millions, reaching roughly $5 million a year.
That overhead has vanished. According to sources, Kelly now operates Bracket22 for a total of $30,000 to $40,000 annually. This figure covers every AI agent, all compute resources, and everything required to replicate a hedge fund. “Now, when I’m using AI, I run somewhere around [$30,000] to $40,000 a year, total,” Kelly told CNBC.
Did you know? Brian Kelly’s firm, Bracket22, trades cryptocurrencies, stocks, and commodities using only his personal capital, entirely backed by autonomous AI agents.
Meet Steffi, Desmond, and Houston: The Specialized AI Workforce
Rather than relying on human analysts, Kelly has deployed a trio of specialized AI bots to manage trading operations, as reported. An agent named “Steffi” oversees technical analysis, while “Desmond” handles quantitative strategies. A third agent, “Houston,” acts as mission control to integrate all components.
“I’ve crafted each of these agents to be a specialist in their field,” Kelly told CNBC. He noted that he deliberately isolated the bots to secure unbiased perspectives on his trading activities. “And then I use my human judgment and human insight to make the final decision,” he added.
Wall Street Adopts Autonomous AI Agents Amid Industry Caution
Bracket22 reflects a wider, accelerating shift across Wall Street. According to sources, major financial institutions are testing the boundaries of automation. JPMorgan Chase CEO Jamie Dimon stated in February that the technology was already reshaping his workforce, outlining “huge redeployment” plans for employees. JPMorgan plans to introduce AI agents later this year capable of working autonomously for hours at a time, while Morgan Stanley is similarly routing workloads to AI systems.
Not all firms share an unreserved enthusiasm. According to sources, a Goldman Sachs partner recently warned of the inherent dangers in letting artificial intelligence erode traditional banking reasoning skills, highlighting lingering hesitation within the financial sector.
Evaluating the 10x Productivity Claim in Modern Finance
Kelly estimates that he is at least 10 times more productive running Bracket22 with his AI setup. However, he argued that the true value of the technology lies in augmenting existing human teams rather than executing total staff replacements. According to sources, Kelly suggested that pairing a staff of 100 with AI effectively scales human output to resemble a workforce of a thousand.
“It’s not necessarily just, hey, you can replace everybody with AI agents,” Kelly told CNBC. “You can make your existing employees at least 10 times — maybe more — more productive.”
Frequently Asked Questions
What is Bracket22?
Bracket22 is a trading firm founded by Brian Kelly in late 2025 that invests exclusively using Kelly’s personal capital and is powered entirely by agentic artificial intelligence, trading stocks, cryptocurrencies, and commodities.
How much did Brian Kelly save by switching to AI?
According to sources, Kelly reduced his annual labor-related costs from roughly $5 million—which covered salaries, compute, healthcare, bonuses, and New York office space for seven to eight employees—down to between $30,000 and $40,000 per year.
What are the names of the AI agents at Bracket22?
Kelly uses three primary AI agents: Steffi for technical analysis, Desmond for quantitative strategies, and Houston acting as mission control.
Are major banks also adopting AI agents?
Yes. According to CNBC, JPMorgan Chase CEO Jamie Dimon announced plans to launch autonomous AI agents that can work for hours at a time, and Morgan Stanley is also funneling workloads to AI, though some firms like Goldman Sachs have warned about potential risks to analytical reasoning skills.
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