# How Quantum Computing Is Optimizing Portfolio Risk Management

Page: https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/how-quantum-computing-is-optimizing-portfolio-risk-management
Text version: https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/how-quantum-computing-is-optimizing-portfolio-risk-management.md
Podcast: [Quantum Computing Business with Fexingo: Hardware, Software, and Enterprise Quantum](https://stenobird.com/podcast/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009)
Published: 2026-07-18T20:20:24+00:00
Episode link: https://audio.fexingo.com/business/quantum-computing-business/episode-0119.mp3
Audio file: https://audio.fexingo.com/business/quantum-computing-business/episode-0119.mp3
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JSON: https://stenobird.com/v1/public/podcasts/quantum-computing-business-with-fexingo-hardware-software-and-enterprise-quantum-7872009/episodes/how-quantum-computing-is-optimizing-portfolio-risk-management
Duration seconds: 617

## Resource

Episode 119 of Quantum Computing Business with Fexingo explores how quantum algorithms are reshaping portfolio risk management in finance. Lucas and Luna examine a real-world case: JPMorgan Chase's early experiments with quantum Monte Carlo methods for value-at-risk calculations. They break down why classical computing struggles with the combinatorial explosion of correlated assets, and how quantum computers can sample thousands of scenarios in parallel, cutting computation time from hours to seconds. The hosts discuss the current hardware limitations—noisy qubits, error correction, qubit count—and why hybrid classical-quantum approaches are the near-term reality. They also touch on the broader implications: if risk models improve, banks can reduce capital buffers, freeing up billions for lending or investment. The episode avoids hype, focusing on what's actually being tested in labs today and the milestones needed for production deployment. #QuantumComputing #PortfolioRisk #JPMorgan #ValueAtRisk #MonteCarlo #Finance #RiskManagement #HybridQuantum #NoisyQubits #ErrorCorrection #QubitCount #CapitalBuffers #Business #Technology #FexingoBusiness #BusinessPodcast #QuantumFinance #RiskModeling Keep every episode free: buymeacoffee.com/fexingo

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