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March 16, 2026The Journal of Business and Artificial Intelligence0 citations

The Cost of Expertise—Humans versus AI-Enabled Automated Agents Using a Team of AI Agents to Streamline Risk Analysis of Complex Investment Portfolios

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MPMario Pardo

Key Points

  • The aim is to explore the integration of AI agents in risk analysis for complex investment portfolios.
  • Chronicles the steps taken by Ryse, Inc. to integrate AI technology.
  • Describes the use of AI-based tools for portfolio management.
  • Explains the simulation and modeling processes for various asset classes.
  • Demonstrates the effectiveness of AI agents in streamlining risk analysis processes.
  • Highlights enhanced analytical capabilities compared to traditional human approaches.

Abstract

Ryse, Inc., a portfolio management software company founded in 2006, provides advanced AI-based tools to help clients analyze, simulate, and model complex portfolios across various asset classes. This case study chronicles the steps that Ryse followed to integrate AI agent technology.

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Cite This Study

Mario Pardo (2024) studied this question.

synapsesocial.com/papers/69b79fc18166e15b153ac57chttps://doi.org/10.66241/5kbym
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

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  4. 4Artificial Intelligence: The Next Frontier for Assets Management2024 · 3 citations
  5. 5AI Economics: Risk Profiles — Narrow vs General-Purpose AI Systems2026