Technological Empowerment Path and Countermeasures for Risk Management of Commercial Bank Models

DING Zonghu

High-Technology and Commercialization ›› 2025, Vol. 31 ›› Issue (12) : 33.

主管:中国科学院
主办:中国科学院文献情报中心、中国高科技产业化研究会
ISSN:1006-222X
CN:11-3556/N
High-Technology and Commercialization ›› 2025, Vol. 31 ›› Issue (12) : 33.

Technological Empowerment Path and Countermeasures for Risk Management of Commercial Bank Models

  • DING Zonghu
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Abstract

With the wider use of AI and big data in banking, model risk management faces new challenges and opportunities. This paper explores strategies for using technology to enhance model risk management. Findings show that bank models are now core to decision-making, but issues remain in explainability, data governance, and lifecycle management. Building a full lifecycle management platform, improving data governance, using explainable AI, and creating human-AI risk control systems can significantly enhance control over model risks. This study provides a framework for banks to innovate safely and achieve sustainable growth.

Key words

model risk management / technology empowerment / intelligent risk control / artificial intelligence

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DING Zonghu. Technological Empowerment Path and Countermeasures for Risk Management of Commercial Bank Models[J]. High-Technology and Commercialization. 2025, 31(12): 33

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