AI-Driven Decision-Making in Finance

1. Auflage 2026
ISBN: 978-1-041-10710-1
Verlag: Taylor & Francis Ltd

Buch, Englisch, 296 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Security, Audit and Leadership Series

This book explores the deep impact of AI and digital transformation on finance, its practices and decision intelligence processes. The book and its practical, analytical chapters present further insights regarding ways to effectively utilize AI, potentially even beyond the existing theoretical and practical knowledge. Regulatory, ethical, security and moral challenges and concerns associated with the use of AI in finance are thoroughly analyzed.

Readers will take away a conceptual and practical understanding of AI and digitalization as well as real-world practical case studies, so that they can be applied appropriately in a workplace setting. It aims to differentiate itself by focusing more specifically on the practical realities of AI and digital transformation in decision-making processes within finance, offering actionable guidance and real-world case study or implications, which are less emphasized in most other competitors.

The book is appropriate for experts and professionals interested in deployment of AI, digitalization and their implementation in finance. No doubt, academics, professionals, students and finance experts will find this book an informative practice resource. The book would suit anyone interested in AI and its broader applications in finance or its uses in decision-making processes.

Zielgruppe

Academic, Postgraduate, and Professional Reference

Autoren/Hrsg.

Bagis, Bilal

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Management Risikomanagement
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensfinanzen
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Kryptographie, Datenverschlüsselung
• Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Finanzsektor & Finanzdienstleistungen: Allgemeines
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme

Inhaltsverzeichnis

Chapter 1 - AI and the Future of Finance: Global Finance at a Crossroads, Chapter 2 - AI in Central Banking – Synthetic vs. Real World Data in Forecasting Models, Chapter 3 - A New Innovative AI-Based Index: Anadolu University Economic Confidence Index, Chapter 4 - From Data to Decisions: AI, Data Governance and the Future of Financial Services, Chapter 5 - Artificial Intelligence in Finance: Application of Robo-Advisors for Investment Decision-Making, Chapter 6 - A Machine-Learning-based Financial Health Assessment and Credit Scoring Tool for Start-ups and SMEs, Chapter 7 - Algorithmic Morality: Is Emotionless Investing Profitable? A Comparative Analysis of AI-Powered and Human-Driven AI-Focused ETFs, Chapter 8 - Ethical AI in Finance: Building Fair Systems, Chapter 9 - Decision Intelligence and Risk Management in AI-Driven Investments: Building Resilient Financial Systems, Chapter 10 - Algorithmic Democracy: Ethical Dilemmas of AI in Public Tax Administration, Chapter 11 - Revolutionizing Financial Technologies through Artificial Intelligence Modelling, Chapter 12 - Smart Governance for Smart Money: AI-Enabled Monitoring of Indonesian Digital Rupiah (CBDC).

Über Autor(innen)

Dr. Bilal Bagis is a seasoned economist, instructor, strategist, columnist and consultant, based in Istanbul / Türkiye.

He has a merit-based scholarship funded multidisciplinary B.Sc. (combining engineering with a business degree) from ITU (2006), a fully funded and theoretically focused M.A. in Economics from Sabanci University (2009) and a fully funded Ph.D. degree in economics from the University of California (2014). Dr. Bagis is grateful to the Turkish Government for education abroad fellowship, the Turkish TUBITAK, UC Regents, Fulbright, TEV, ITU and Sabanci University for all the awards, scholarships and financial support they have provided throughout his education.

Dr. Bagis, is an experienced economist and author with a strong background in policymaking, financial systems, and technology policy. His recent works, including reports for SETA and SAM on financial innovation and technological transformation, position him well to author a book on AI-driven decision-making in economics, finance or energy.

Since his undergraduate years, he has consistently focused on Türkiye’s macro instabilities and financial crises. His research interests lie in AI applications in economics and finance, international finance, macroeconomics, policy analysis, public policies and political economy. He has recently been interested in theoretical and practical implications of AI and digitalization as well.

Dr. Bagis specializes in bridging the gap between theory and practice. He focuses on and has a deep expertise in macro and financial stability and efficacy of policies at the discretion of policymakers. His analysis and working papers are published by various prominent institutions including the SETA Foundation and the Turkish Ministry of Foreign Affairs’ SAM. He is well-known for his extensive writing schedule, and coverage of Türkiye’s economic and financial development.

Dr. Bagis’s publications are already listed on some of the most prominent university library catalogs, including at Princeton University, Columbia University and UC Berkeley. His books and academic publications may be accessed via domestic publishing houses such as Kitapyurdu, Pandora, Nezih, D&R and Kabalci; as well as some international publishing houses and academic platforms such as Amazon, Springer, JStor and RePEc.

He has so far had short-term and long-term teaching experiences in the US, France, Poland, Türkiye etc. He has taught various graduate and undergraduate level courses at prominent institutions in the US and in Türkiye, including at UC Berkeley in CA and Sabanci University in Istanbul, Türkiye. He has so far taught various economics, math, finance, statistics and eCommerce classes. Prior to his academic instructor experience, he has worked as teaching assistant for various economics, finance and math classes both in Istanbul Türkiye and at the University of California.

Dr. Bagis has had numerous domestic and international presentations and publications on various venues. He has, so far, made academic presentations, gave talks by invitation and attended conferences in around 20 different countries, including those in the US, Russia, Canada, Germany, France, Italy and Spain. He has had various national and international talks over economics, central banking, monetary policy, international trade & finance, public policies, political economy and entrepreneurship.

In addition to his academic career, his extensive credentials include private sector experiences at various international and domestic companies and institutions, including Akbank, Sabanci Group, Turkish Central Bank, Yapi Kredi Bank, THY, Enquire, GLG Council, Monarch and family companies. Dr. Bagis has, overall, had an extensive experience as an academic, economist, strategist, columnist and consultant at various universities and companies in Türkiye and the USA.