Since this year, AI agents are rapidly penetrating the core business scenarios of brokerage firms. According to data from Yiguan Qianfan, as of the end of July 2026, 32 brokerage firms had completed the filing of algorithms and models, and the total number of registered projects exceeded 50. Among them, more than 10 leading brokerage firms have completed multi-model filings. Currently, AI agents have been implemented in brokerage investment research, investment, operation, and review, and the scope of application continues to expand. Interviewed experts believe that 2026 will be a key point for brokers' AI agents to move from pilot to large-scale verification. Currently, the reasoning and tool call capabilities of large models have been significantly enhanced, and agents have been able to complete multi-step and complex task chains; various brokerage firms have moved from single-point business testing to company-level strategic layout, and computing power, data, and talent investment have all substantially improved, and the development prospects are extremely broad.

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