AI Agent Crews in Financial Services
Autonomous LLM-powered systems for modeling and risk management
This research demonstrates how collaborative AI agent teams (crews) can effectively perform complex modeling and risk management tasks in finance.
- Specialized Agent Roles - Crews feature manager agents coordinating specialized worker agents
- Enhanced Fraud Detection - AI crews can identify patterns and anomalies in financial transactions
- Autonomous Workflow - Agents collaborate without human intervention on complex financial modeling
- Security Framework - Provides structured approach for implementing AI systems with appropriate security controls
This research is significant for security professionals as it establishes frameworks for deploying AI systems that can detect financial fraud while maintaining proper governance and oversight.