Dazhihui
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- Dazhihui and Alibaba Cloud rebuild market-data software as an AI-native app
A case study in TMTPost's Yunqi Strategy Reference describes how Dazhihui, a Chinese market-data software vendor founded in 2000, worked with Alibaba Cloud to rebuild its products as AI-native apps; talks ran through the summer of 2024 and the project started that October. The work covered four areas: reworking 20-plus years of market, financial and news data so it is unambiguous for agents rather than humans; an agent framework on Alibaba Cloud's FinXScope 2.0 with orchestration, tool-execution and security-sandbox layers, plus a six-category Skill system for quotes, stock screening, proprietary indicators, research notes, trading assistance and enterprise data queries; a four-layer memory system; and human-plus-model evaluation. The article says intent recognition that took about 10 seconds with a third-party full-size model fell to 2-3 seconds with a smaller model and to milliseconds after intent classification was trained into a 4B model, with different sizes of Qwen models matched to different scenarios and GPU, T-Head PPU and elastic compute plus on-site FDE delivery supporting the build.
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