供应链金融的数字革命:克服挑战和制定创新战略

Iman Supriadi, Rahma Ulfa Maghfiroh, Rukhul Abadi
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引用次数: 0

摘要

本研究旨在分析数字技术的实施对供应链金融的影响,确定实施过程中的挑战,并探索优化流程的发展和创新战略。本研究采用文献研究和案例研究的定性方法。通过与供应链金融数字化相关的期刊、文章和报告收集数据和信息。通过描述性方法进行分析,以理解和解释数据。结果显示,数字化通过流程自动化和数据驱动决策提高了供应链金融的运营效率。然而,也存在一些挑战,包括大量的初始投资和数据安全问题。人工智能、机器学习、区块链和大数据等技术大大提高了供应链的效率和弹性。本研究深入探讨了数字技术在供应链金融中的应用,对面临的挑战和克服这些挑战的策略提出了见解。本研究有助于从业人员和学术界了解数字技术在供应链金融方面的潜力和局限性。关键词数字化、供应链金融、区块链、人工智能、大数据 本研究旨在分析数字技术的实施对供应链金融的影响,确定其实施过程中的挑战,并探索优化这一过程的发展和创新战略。本研究采用文献综述和案例研究的定性方法。通过与供应链金融数字化相关的期刊、文章和报告收集数据和信息。通过描述性方法进行分析,以理解和解释数据。结果显示,数字化通过流程自动化和数据驱动决策提高了供应链金融的运营效率。然而,其中也存在一些挑战,包括巨额初始投资和数据安全问题。人工智能、机器学习、区块链和大数据等技术大大提高了供应链的效率和弹性。本研究介绍了数字技术在供应链金融中的应用,深入探讨了面临的挑战和克服这些挑战的策略。本研究有助于从业人员和学术界了解数字技术在供应链金融方面的潜力和局限性。关键词数字化、供应链金融、区块链、人工智能、大数据
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DIGITAL REVOLUTION IN SUPPLY CHAIN FINANCE: OVERCOMING CHALLENGES AND BUILDING INNOVATIVE STRATEGIES
This research aims to analyze the impact of digital technology implementation in Supply Chain Finance, identify challenges in its implementation, and explore development and innovation strategies to optimize the process. This research uses a qualitative approach with literature studies and case studies. Data and information were collected through journals, articles, and reports related to digitalization in Supply Chain Finance. Analysis was conducted through a descriptive approach to understand and interpret the data. The results showed that digitization improves operational efficiency in Supply Chain Finance through process automation and data-driven decision-making. However, there are challenges, including significant initial investments and data security issues. Technologies such as AI, Machine Learning, blockchain, and big data contribute significantly to Supply Chain efficiency and resilience. This research presents insights into the application of digital technologies in Supply Chain Finance, providing insights into the challenges faced and strategies that can be implemented to overcome these challenges. This research contributes to practitioners' and academics' understanding of the potential and limitations of digital technology in the context of supply chain finance. Keywords: Digitalization, Supply Chain Finance, Blockchain, Artificial Intelligence, Big Data Penelitian ini bertujuan untuk menganalisis dampak penerapan teknologi digital dalam Supply Chain Finance, mengidentifikasi tantangan dalam implementasinya, dan mengeksplorasi strategi pengembangan serta inovasi untuk mengoptimalkan proses tersebut. Penelitian ini menggunakan pendekatan kualitatif dengan studi literatur dan studi kasus. Data dan informasi dikumpulkan melalui jurnal, artikel, dan laporan terkait digitalisasi dalam Supply Chain Finance. Analisis dilakukan melalui pendekatan deskriptif untuk memahami dan menginterpretasikan data yang ada. Hasil penelitian menunjukkan bahwa digitalisasi meningkatkan efisiensi operasional dalam Supply Chain Finance melalui otomatisasi proses dan pengambilan keputusan berbasis data. Namun, terdapat tantangan, termasuk investasi awal yang besar dan isu keamanan data. Teknologi seperti AI, Machine Learning, Blockchain, dan big data berkontribusi signifikan dalam efisiensi dan resiliensi Supply Chain. Penelitian ini menyajikan wawasan mengenai penerapan teknologi digital dalam Supply Chain Finance, memberikan pandangan mengenai tantangan yang dihadapi serta strategi yang dapat diterapkan untuk mengatasi tantangan tersebut. Penelitian ini memberikan kontribusi bagi praktisi dan akademisi dalam memahami potensi dan batasan teknologi digital dalam konteks Supply Chain Finance. Kata kunci: Digitalisasi, Supply Chain Finance, Blockchain, Kecerdasan Buatan, Big Data
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