Huatai Securities Advances All in AI Strategy With Skillhub and 32 Research Skills

Guided by its All in AI strategy, Huatai Securities is building a full-stack digital financial capability system. In the first half of 2026, the company released its financial middle platform Skillhub, launching 32 investment research-specific skills covering four areas: industry research, credit research, investment trading and financial product research. Its data middle platform organizes data into industry maps, with construction completed for tracks including lithium battery energy storage, semiconductor equipment and intelligent driving, enabling minute-level deduction of the impact paths of key industry events.

On platforms and computing power, Huatai Securities improved its large model platform system, integrated heterogeneous computing resources, built agent development capabilities and formed an AI capability supply center. The platform has built a multi-tier model matrix of general foundation, vertical domains and dedicated capabilities, and completed construction of a domestic GPU private cloud, proprietary cloud elastic computing power and supporting high-performance networks, initially establishing a domestic second computing power plane.

On ecosystem development, Huatai Securities adopted a model of strategic investment, joint innovation and industry-academia-research cooperation, working with industry technology companies on joint innovation in areas such as financial intelligence, big data insights and ultra-fast trading. The company has long established technology scholarships at multiple domestic universities, rewarding more than 1,700 university students in total. Internally, it holds innovation and creativity competitions, an Engineer Culture Festival and other activities, and has built the HUATECH community for technical exchange and sharing.

In the first half of 2026, Huatai Securities advanced intelligent transformation in key business scenarios. In wealth management, the company launched the AI-native financial trading terminal AI Zhangle APP in 2025, allowing users to access intelligent analysis, market monitoring and trading services through natural language dialogue. The company is also advancing construction of its self-developed Matic professional institutional trading platform, the Liao TA intelligent platform serving investment advisors and a buy-side service product investment research platform.

In institutional services, Huatai Securities' one-stop institutional client digital service platform Xingzhi connects investment banking, research, trading and custody services. In the first half of 2026, the Xingzhi platform launched a corporate information disclosure assistant integrating intelligent guidance, intelligent filing, intelligent verification and intelligent formatting, providing one-stop digital disclosure assistance to listed companies on the Shanghai and Shenzhen stock exchanges.

In investment research, Huatai Securities used Skill and MCP technologies to restructure its intelligent writing workflow, supporting customized research report creation. It strengthened dual controls for unified data verification and information traceability, completed iteration of quality agents and supported all-dimensional intelligent pre-review of research reports. AI technology covers more than 100 business scenarios, supports over 5,600 computing tasks daily on average, and has accumulated more than 30,000 investment research factors, over 60 intelligent models and nearly 40 investment strategies.

In international business, Huatai Securities built the global trading platform GTP, establishing multi-tier, multi-asset global asset trading and allocation capabilities supporting core overseas markets. The international version of Tailor covers AI applications and a PC workstation. The company also built the FICC Elephant platform, establishing global asset trading links, a global asset management system and integrated risk management mechanisms. Its investment banking cloud platform is used to improve the standardization and normalization of overseas investment banking business, while the Retina risk management platform strengthens the risk data foundation and dynamic risk measurement and analysis capabilities for overseas business.

In security and compliance, Huatai Securities built a compliance agent matrix covering pre-event prevention, in-process monitoring and post-event review, and is advancing construction of agents for text contract review and transaction management. Risk management focuses on risk data querying, project risk assessment, stress testing, monitoring and early warning, promoting the AI-based accumulation of risk control experience and AI-based upgrading of underlying risk control capabilities.