New report presents practical examples of how to responsibly adopt AI applications

NEW YORK: Responding to the rapid uptake of artificial intelligence in the investment sector, CFA Institute today announced the release of AI in Asset Management: Tools, Applications, and Frontiers, a comprehensive new resource created to help investment professionals adopt, adapt, and succeed in an era of technological change.

The publication seeks to help practitioners understand the tools, capabilities, and responsibilities that come with AI adoption. It explores the impact of artificial intelligence and machine learning on investment strategy and professional practice, highlighting the need to balance innovation with transparency, accountability, and ethical governance across portfolio management, risk analysis, and trading. It builds on the 2023 The Handbook of Artificial Intelligence and Big Data Applications in Finance, published by the CFA Institute Research Foundation.

Leading industry and academic experts in the field of AI and data science authored chapters, bringing both academic rigor and hands-on experience. The volume covers all major branches of AI, giving practitioners a toolkit of methods and frameworks they can adapt directly to their own workflows.

Mona Naqvi, Managing Director, Research, Advocacy, and Standards at CFA Institute, said:

“Artificial intelligence is challenging us to rethink long-held assumptions about how we create, measure, and deliver value. By moving beyond theory to real-world implementation, AI in Asset Management shows how AI can supplement professional judgement.”

“We seek to equip investment professionals with the knowledge and ethical frameworks needed to integrate AI responsibly. CFA Institute has long helped the profession recalibrate through change, ensuring that new technologies are applied based on ethical frameworks and human judgment. The examples in this volume invite practitioners to think critically and experiment with these tools, while keeping ethics and investor trust at the core.”

Practical examples are relevant for portfolio managers, analysts, quantitative researchers, and institutional leaders deploying AI in investment contexts. Practitioners will learn how to:

• Identify where AI adds demonstrable value beyond traditional quantitative methods.
• Integrate machine-learning pipelines into existing investment processes.
• Balance automation with human oversight, while maintaining governance and accountability.
• Evaluate and manage new sources of risk introduced by complex algorithms built into investment models.
• Use deep-learning approaches for trading and risk management, enabling more adaptive and data-driven decision processes.

Mona Naqvi adds:

“Artificial intelligence is a powerful tool, now reaching every corner of finance. Our task at CFA Institute is to guide that transformation with the necessary skills and integrity, ensuring human values stay at the center and that professionals have access to burgeoning knowledge.”

Leading experts who contributed to AI in Asset Management: Tools, Applications, and Frontiers include: Paul Bilokon, PhD; Francesco A. Fabozzi, PhD; Maxim Golts, PhD; Tony Guida; Igor Halperin, PhD; Petter N. Kolm, PhD; Gueorgui S. Konstantinov, PhD; Anna Martirosyan; Gordon Ritter, PhD; Agathe Sadeghi, PhD; Joseph Simonian, PhD; Alireza Yazdani, PhD; and Oswaldo Zapata, PhD.

AI in Asset Management reflects the continuing commitment of CFA Institute to advance responsible innovation across global finance. It builds on prior research from CFA Institute including research addressing Ethics and AI, AI washing, AI and pensions, Explainable AI, and Synthetic Data in finance.

About CFA Institute
As the global association of investment professionals, CFA Institute sets the standard for professional excellence and credentials. We champion ethical behavior in investment markets and serve as the leading source of learning and research for the investment industry. We believe in fostering an environment where investors’ interests come first, markets function at their best, and economies grow. With more than 200,000 charterholders worldwide across 160 markets, CFA Institute has 9 offices and 158 local societies. Find us at www.cfainstitute.org or follow us on LinkedIn.

Fonte: Business Wire