A SURVEY ON STOCK INVESTMENT RISK ANALYSIS USING CREWAI MULTI- AGENT SYSTEM

Stock Investment risk analysis plays a crucial role in financial decision-making, demanding advanced methodologies to navigate the complexities of modern markets.Artificial Intelligence (AI), particularly multiagent systems, has emerged as a transformative tool in addressing these challenges.This paper examines the theoretical foundations, applications, and future prospects of multi-agent AI systems in financial risk analysis, with a focus on the CrewAI framework powered by Llama 3.2-3b.By synthesizing contemporary research, the review highlights key advancements, persistent challenges, and potential directions in this evolving domain.

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2025-06-21
DOI
https://doi.org/10.56726/irjmets66945
Primary Topic
Insurance and Financial Risk Management
Type
article
Field-Weighted Citation Impact
0.00
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article

A SURVEY ON STOCK INVESTMENT RISK ANALYSIS USING CREWAI MULTI- AGENT SYSTEM

International Research Journal of Modernization in Engineering Technology and Science
Insurance and Financial Risk Management
article

A SURVEY ON STOCK INVESTMENT RISK ANALYSIS USING CREWAI MULTI- AGENT SYSTEM

article en

Abstract

Stock Investment risk analysis plays a crucial role in financial decision-making, demanding advanced methodologies to navigate the complexities of modern markets.Artificial Intelligence (AI), particularly multiagent systems, has emerged as a transformative tool in addressing these challenges.This paper examines the theoretical foundations, applications, and future prospects of multi-agent AI systems in financial risk analysis, with a focus on the CrewAI framework powered by Llama 3.2-3b.By synthesizing contemporary research, the review highlights key advancements, persistent challenges, and potential directions in this evolving domain.

International Research Journal of Modernization in Engineering Technology and Science
Decent work and economic growth
Openalex Percentile: Top 79%
Insurance and Financial Risk Management
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A SURVEY ON STOCK INVESTMENT RISK ANALYSIS USING CREWAI MULTI- AGENT SYSTEM · International Research Journal of Modernization in Engineering Technology and Science (2025) | TGRS Research Map | TGRS