AI, FinTech, and the Future of Robo-Advisory: Risk Management and Ethical Considerations
暫譯: 人工智慧、金融科技與機器顧問的未來:風險管理與倫理考量
Nahidi, Narmin, Zarifis, Alex
- 出版商: Springer
- 出版日期: 2026-06-19
- 售價: $2,540
- 貴賓價: 9.5 折 $2,413
- 語言: 英文
- 頁數: 408
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032181089
- ISBN-13: 9783032181084
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相關分類:
Fintech、Machine Learning
海外代購書籍(需單獨結帳)
商品描述
This Open Access book explores the rise of robo-advisory within the broader FinTech revolution, tracing its evolution from traditional human advisors to AI-driven platforms that democratize financial services. Robo-advisory technologies are part of a rapidly evolving financial landscape shaped by digitalization, disintermediation, and changing client expectations. This work examines the drivers behind this shift, including advancements in AI and data analytics, evolving investor demands for personalization and accessibility, and the cost and scalability pressures facing financial institutions. The book differentiates rule-based from AI-powered systems, highlighting how modern robo-advisors increasingly leverage machine learning, behavioural insights, and alternative data to offer dynamic and adaptive services. Emerging trends such as hybrid advisory models, behavioural nudges, ethical challenges surrounding algorithmic transparency, and inclusivity concerns are also addressed. Moreover, this work maps out key players and market trends, emphasizing regional variations, consolidation patterns, and niche market opportunities. A novel framework of six AI-driven business models is introduced to explain how robo-advisory is strategically deployed across incumbent and disruptive financial organizations. Ultimately, robo-advisory technologies serve as a lens to understand the future trajectory of financial services where AI, automation, and behavioural design converge to reshape how individuals engage with money, risk, and long-term financial planning.
商品描述(中文翻譯)
這本開放存取的書籍探討了在更廣泛的金融科技(FinTech)革命中,機器人顧問(robo-advisory)的興起,追溯其從傳統人類顧問演變為以人工智慧(AI)驅動的平台,實現金融服務的民主化。機器人顧問技術是由數位化、去中介化以及客戶期望變化所塑造的快速演變的金融環境的一部分。本書檢視了這一轉變背後的驅動因素,包括人工智慧和數據分析的進步、投資者對個性化和可及性的需求變化,以及金融機構面臨的成本和擴展壓力。本書區分了基於規則的系統與以AI驅動的系統,強調現代機器人顧問如何越來越多地利用機器學習、行為洞察和替代數據來提供動態和適應性的服務。新興趨勢如混合顧問模型、行為推動、圍繞算法透明度的倫理挑戰以及包容性問題也得到了探討。此外,本書描繪了主要參與者和市場趨勢,強調區域差異、整合模式和利基市場機會。引入了一個新的六種以AI驅動的商業模型框架,以解釋機器人顧問如何在傳統和顛覆性金融組織中進行戰略部署。最終,機器人顧問技術作為理解金融服務未來發展軌跡的透鏡,展示了人工智慧、自動化和行為設計如何交匯,重塑個人如何與金錢、風險和長期財務規劃互動。