AI and ML Governance in Financial Services
eBook - ePub

AI and ML Governance in Financial Services

Balancing Innovation, Risk, and Equity

  1. 369 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

AI and ML Governance in Financial Services

Balancing Innovation, Risk, and Equity

About this book

The financial sector is at a pivotal juncture, grappling with unprecedented AI integration alongside mounting regulatory scrutiny.

Despite the abundance of technical resources, there remains a significant gap in accessible governance models tailored to the financial context. This book fills that void, providing practical guidelines and frameworks that align technological innovation with legal, ethical, and societal considerations. AI and ML Governance in Financial Services presents a comprehensive governance blueprint tailored specifically for financial institutions navigating the rapid evolution of artificial intelligence (AI) and machine learning (ML). As AI-driven tools become integral to decision-making, risk management, and customer engagement, the need for effective, ethical, and compliant governance frameworks has never been greater.

This book aims to empower financial leaders, compliance officers, data scientists, academia, and regulators to implement responsible AI practices that foster innovation while safeguarding against risks and promoting equity.

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Information

Year
2026
eBook ISBN
9781040809808

Table of contents

  1. Cover
  2. Half Title
  3. Title
  4. Copyright
  5. Contents
  6. Overview of Book Structure and Key Themes
  7. About the Author
  8. 1 Introduction—The Governance Imperative
  9. 2 Frameworks for Governing AI and ML
  10. 3 AI-Enabled Threat Actors and Systemic Risk
  11. 4 AI Bias in Financial Services—Risks, Regulations, and Mitigation Strategies
  12. 5 Model Risk Management (MRM) and Validation
  13. 6 Data Privacy, Consent, and Consumer Protections
  14. 7 AI Ethics and Internal Oversight Structures—Mitigating Bias in Financial AI
  15. 8 Navigating the Regulatory Landscape of AI in Financial Services
  16. 9 Designing Trustworthy AI Systems in Financial Services—A Comprehensive Framework
  17. 10 AI Governance, AI Risk Evaluation, and Future Outlook and Case Studies
  18. References
  19. Index

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Yes, you can access AI and ML Governance in Financial Services by Richard Gwashy Young in PDF and/or ePUB format, as well as other popular books in Business & Financial Services. We have over 1.5 million books available in our catalogue for you to explore.