RegTech的系统文献综述:技术、特征和架构

Benny Firmansyah, A. A. Arman
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引用次数: 2

摘要

监管技术(RegTech)利用信息技术和数字创新来帮助金融服务行业实现监管合规。RegTech帮助他们简化合规流程。虽然在金融领域占主导地位,但理想情况下,RegTech可以在金融以外的其他领域实施。RegTech的关键要素是受监管实体、监管者和/或监管者、监管数据以及受监管实体活动产生的数据。RegTech的技术将把所有这些元素结合在一起,以实现法规遵从性。本研究描述了RegTech在金融行业中的技术利用、特征和架构。这项研究的结果可以作为回答在各个活动部门实施监管科技的挑战的基础。因此,我们采用系统文献回顾的方法来回顾先前的几项研究。根据检索结果,成功选择37篇文章进行进一步审查。RegTech专注于四个特征:敏捷性、速度、集成和分析。RegTech使用了各种技术,如大数据分析、人工智能、机器学习、云计算、区块链等。通常,RegTech架构组件可以被分组到企业架构(EA)层中:业务、数据、应用程序和技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Systematic Literature Review of RegTech: Technologies, Characteristics, and Architectures
Regulatory Technology, or RegTech, uses information technology and digital innovation to help the financial services industry realize regulatory compliance. RegTech helps them to streamline compliance processes. Although dominant in the financial sector, ideally, RegTech can be implemented in various sectors other than finance. The critical elements of RegTech are regulated entities, supervisors and/or regulators, regulatory data, and data generated by regulated entities' activities. The technology at RegTech will bring all these elements together to achieve regulatory compliance. This study describes RegTech regarding technology utilization, characteristics, and architecture in the financial industry. The results of this study can be adopted as a basis for answering the challenges of implementing RegTech in various sectors of activity. Therefore, we used the systematic literature review approach to review several prior studies. Based on the search results, thirty-seven articles were chosen successfully for further review. RegTech focussed on four characteristics: agility, speed, integration, and analytics. Various technologies are used in RegTech, such as big data analytics, artificial intelligence, machine learning, cloud computing, blockchain, etc. Generally, RegTech architecture components can be grouped into enterprise architecture (EA) layers: business, data, application, and technology.
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