Quantum AI in Finance: Predicting the Unpredictable

Title

Quantum AI in Finance: Predicting the Unpredictable

Creator

Kulshrestha, Nitin

Description

Navigating modern global financial markets becomes increasingly intricate, which makes the traditional approaches inadequate in processing large volumes of data in real time. This chapter presents Quantum Artificial Intelligence (QAI) and its capabilities in predicting and mitigating unanticipated financial shocks. With the integration of quantum computings parallel processing capabilities and AIs adaptive learning, QAI makes it possible for institutions to model market nonlinearities, scope large- scale simulations, and detect faint signals that are commonly overlooked by classical systems. The scope of this chapter illustrates the impact of QAI in real- time risk evaluation, fraud identification, portfolio management, and macroeconomic prediction and modeling. Focus is given to quantum- boosted machine learning models that are designed to simulate black swan events and other high- dimensional datasets. 2026 by IGI Global Scientific Publishing. All rights reserved.

Source

Optimizing Business Operations With Quantum AI;pp.213-233

Date

01-01-2026

Publisher

IGI Global

Coverage

Kulshrestha N., Christ University, India

Rights

Restricted Access; Hardcopy may be available in the library

Relation

ISBN: 979-833734349-5; 979-833734347-1;

Format

online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.4018/979-8-3373-4347-1.ch008

https://www.scopus.com/pages/publications/105033838951?origin=resultslist