Groundbreaking Securities Regulations Model Achieves Over 90% Q&A Accuracy: A New Era for the Industry

Transforming Compliance: Huawei and Shenzhen Stock Exchange Unveil AI-Powered Regulatory Model

Key Highlights

  • Innovative AI Model: Huawei and the Shenzhen Stock Exchange introduce a pioneering regulatory model using Huawei’s Pangu technology.
  • High Accuracy: The model boasts a question-and-answer accuracy exceeding 90%, enhancing compliance processes in the securities industry.
  • Real-Time Updates: Features a T+1 incremental update mechanism to keep regulatory information current.

At the recently held 2025 Exchange Technology Conference, a significant advancement in the securities industry was unveiled. The Shenzhen Stock Exchange, in collaboration with Huawei Technologies Co., Ltd., launched an innovative regulatory model geared toward transforming compliance services in the capital market through cutting-edge artificial intelligence (AI).

This groundbreaking model leverages the Huawei Pangu Reasoner 38B, a robust AI platform recognized for its advanced semantic understanding and reasoning capabilities. By integrating this technology with the Shenzhen Stock Exchange’s extensive regulatory knowledge, the initiative aims to create a comprehensive, intelligent regulatory service platform designed to meet the evolving needs of the capital markets.

Core Technological Advantages

  1. Foundation of the Pangu Large Model:
    The Pangu Reasoner 38B serves as the backbone of this model, empowering it with sophisticated capabilities for complex clause parsing and facilitating multiple rounds of interactive Q&A. This feature enhances the ability to comprehend and navigate intricate regulatory requirements.

  2. Industry-Specific Fine-Tuning:
    Huawei has developed a complete suite of fine-tuning tools and optimization technologies. Leveraging over 100,000 regulatory provisions from the Shenzhen Stock Exchange, this model achieves an impressive Q&A accuracy rate exceeding 90%. This precision is crucial for financial entities aiming for seamless compliance.

  3. Dynamic Knowledge Updates:
    The model incorporates a T+1 incremental update mechanism, ensuring that the latest regulatory changes and updates are synchronized in real time. This feature guarantees that organizations have timely access to all necessary compliance information.

Scenario-Based Capabilities

The regulatory model is not just about data; it focuses on practical applications that empower organizations to make efficient decisions. Here are some specific capabilities:

  • Precise Compliance Q&A:
    The model is designed to analyze the applicability of various regulations to help firms make informed decisions. By providing accurate responses to compliance queries, it significantly streamlines the decision-making process.

  • Open Expansion Capabilities:
    With an API interface, the platform offers customizable function extensions, such as institutional screening and compliance review. These features allow organizations to tailor the model according to their specific requirements, enhancing operational efficiency.

The Future of Compliance

As regulatory landscapes become increasingly complex, the necessity for intelligent solutions in the financial sector grows. This collaborative initiative between Huawei and the Shenzhen Stock Exchange not only sets a precedent in AI-driven compliance but also showcases the potential of technology in reshaping traditional business processes.

The integration of AI in regulatory compliance heralds a new era in the securities industry, offering financial institutions a structured pathway to navigate the myriad of regulations while improving overall efficiency.

In conclusion, the Huawei and Shenzhen Stock Exchange partnership provides a powerful tool for firms seeking to enhance their compliance mechanisms through innovative technology. By embracing these advancements, organizations can better safeguard against regulatory risks while ensuring streamlined operations in the dynamic landscape of capital markets.


This launch represents a vital step toward the intelligent transformation of financial compliance services, and it is likely to have widespread implications for the securities sector. With continued advancements in AI and a commitment to responsive regulation, the future holds immense potential for the financial industry.

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