ChinaFinance and insurance2021 – ongoingChina Great Wall Securities
Privately deployed DeepSeek-R1 and Qwen3 with in-house agents for wealth management, writing and compliance
Great Wall Securities said its investment-banking writing assistant raised drafting efficiency by over 30%
Problem
A brokerage handles large volumes of customer calls, compliance checks and document drafting, much of it manual.
Approach
Great Wall Securities set up an AI platform team in 2021, which became its in-house Great Wall Zhiyuan AI Center. The firm runs DeepSeek-R1 671B and Qwen3 on its own servers, on a cluster that includes Huawei Ascend chips. An in-house agent platform supports agents for wealth management, investment-banking drafting, compliance review and call-recording quality checks. A digital-human system handles account opening, and AI generated summaries for 17,000 effective customer calls.
Results
Takeaway
The firm kept the models on its own hardware and built an agent platform that business teams could use to build their own agents.
Categories
- Size
- Large enterprise
- Industry
- Finance and insurance
- Innovation type
- Process innovation
- AI technology
- Generative AIAI agents
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
A promotional article written by Great Wall Securities staff and carried by China Fund News. It describes the firm's private model deployment and agents, and reports drafting efficiency up over 30%, call-review accuracy above 90% and over 50% of Tonghuashun account openings through a digital human. The figures are the firm's own and the article gives no method.
Full details are in the original sources.