Commercial Banking

From startups to legacy brands, you're making your mark. We're here to help.

  • Innovation Economy
    Fueling the success of early-stage startups, venture-backed and high-growth companies.
  • Midsize Businesses
    Keep your company growing with custom banking solutions for middle market businesses and specialized industries.
  • Large Corporations
    Innovative banking solutions tailored to corporations and specialized industries.
  • Commercial Real Estate
    Capitalize on opportunities and prepare for challenges throughout the real estate cycle.
  • Community Impact Banking
    When our communities succeed, we all succeed. Local businesses, organizations and community institutions need capital, expertise and connections to thrive.
  • International Banking
    Power your business' global growth and operations at every stage.

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Credit and Financing

Prepare for future growth with customized loan services, succession planning and capital for business equipment.

  • Asset Based Lending
    Enhance your liquidity and gain the flexibility to capitalize on growth opportunities.
  • Equipment Financing
    Maximize working capital with flexible equipment and technology financing.
  • Trade & Working Capital
    Experience our market-leading supply chain finance solutions that help buyers and suppliers meet their working capital, risk mitigation and cash flow objectives.
  • Syndicated Financing
    Leverage customized loan syndication services from a dedicated resource.
  • Commercial Real Estate
    Capitalize on opportunities and prepare for challenges throughout the real estate cycle.
  • Employee Stock Ownership Plans
    Plan for your business’s future—and your employees’ futures too—with objective advice and financing.

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Institutional Investing

Serving the world's largest corporate clients and institutional investors, we support the entire investment cycle with market-leading research, analytics, execution and investor services.

  • Institutional Investors
    Putting your long-tenured investment teams on the line to earn the trust of institutional investors.
  • Markets
    Direct access to market leading liquidity harnessed through world-class research, tools, data and analytics.
  • Prime Services
    Helping hedge funds, asset managers and institutional investors meet the demands of a rapidly evolving market.
  • Global Research
    Leveraging cutting-edge technology and innovative tools to bring clients industry-leading analysis and investment advice.
  • Securities Services
    Helping institutional investors, traditional and alternative asset and fund managers, broker dealers and equity issuers meet the demands of changing markets.

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Investment Banking

Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments.

  • Center for Carbon Transition
    J.P. Morgan’s center of excellence that provides clients the data and firmwide expertise needed to navigate the challenges of transitioning to a low-carbon future.
  • Corporate Finance Advisory
    Corporate Finance Advisory (“CFA”) is a global, multi-disciplinary solutions team specializing in structured M&A and capital markets. Learn more.
  • Development Finance Institution
    Financing opportunities with anticipated development impact in emerging economies.
  • Sustainable Solutions
    Offering ESG-related advisory and coordinating the firm's EMEA coverage of clients in emerging green economy sectors.
  • Mergers and Acquisitions
    Bespoke M&A solutions on a global scale.
  • Capital Markets
    Holistic coverage across capital markets.

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Payments

Your partner for commerce, receivables, cross-currency, working capital, blockchain, liquidity and more.

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Private Bank

A uniquely elevated private banking experience shaped around you.

  • Banking
    We have extensive personal and business banking resources that are fine-tuned to your specific needs.
  • Investing
    We deliver tailored investing guidance and access to unique investment opportunities from world-class specialists.
  • Lending
    We take a strategic approach to lending, working with you to craft the fight financing solutions matched to your goals.
  • Planning
    No matter where you are in your life, or how complex your needs might be, we’re ready to provide a tailored approach to helping your reach your goals.

Wealth Management

Whether you want to invest on your own or work with an advisor to design a personalized investment strategy, we have opportunities for every investor.


  • Invest on your own
    Unlimited $0 commission-free online stock, ETF and options trades with access to powerful tools to research, trade and manage your investments.
  • Work with our advisors
    When you work with our advisors, you'll get a personalized financial strategy and investment portfolio built around your unique goals-backed by our industry-leading expertise.
  • Expertise for Substantial Wealth
    Our Wealth Advisors & Wealth Partners leverage their experience and robust firm resources to deliver highly-personalized, comprehensive solutions across Banking, Lending, Investing, and Wealth Planning.

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For Companies and Institutions

  • Commercial Banking

    From startups to legacy brands, you're making your mark. We're here to help.

  • Institutional Investing

    Serving the world's largest corporate clients and institutional investors, we support the entire investment cycle with market-leading research, analytics, execution and investor services.

  • Payments

    Your partner for commerce, receivables, cross-currency, working capital, blockchain, liquidity and more.

  • Credit & Financing

    Prepare for future growth with customized loan services, succession planning and capital for business equipment.

  • Investment Banking

    Providing investment banking solutions, including mergers and acquisitions, capital raising and risk management, for a broad range of corporations, institutions and governments.

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For Individuals

  • Private Bank

    A uniquely elevated private banking experience shaped around you.

  • Wealth Management

    Whether you want to invest on you own or work with an advisor to design a personalized investment strategy, we have opportunities for every investor.

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Who We Serve

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All Insights

Explore a variety of insights.

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Insights by Topic

Explore a variety of insights organized by different topics.

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Insights by Type

Explore a variety of insights organized by different types of content and media.  

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About Us

We aim to be the most respected financial services firm in the world, serving corporations and individuals in more than 100 countries.

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In September 2022, J.P. Morgan launched the firm-wide AIgoCRYPT Center of Excellence (CoE) to lead cutting-edge research in cryptography and secure distributed (AI) computation. The AIgoCrypt CoE is a cross functional team of researchers from AI Research and partners across the business whose objective is to design, share and implement state-of-the-art techniques which enable secure computation of encrypted data. The members of the CoE maintain a close connection with academia and the scientific field by publishing in top cryptography/security venues, participating in scientific events, disseminating knowledge and collaborating with other researchers around the globe.

The center advances the state-of-the-art in multiple directions, including:

  • Secure multiparty computation (MPC)
  • Fully homomorphic encryption (FHE)
  • Privacy-preserving machine learning (PPML)
  • Privacy-preserving federated learning (PPFL)
  • Zero-knowledge proofs (ZK)
  • Differential privacy (DP)
  • Quantum cryptography (QC)
  • Privacy-preserving blockchains

List of publications

Lightweight, Maliciously Secure Verifiable Function Secret Sharing. In EUROCRYPT’22
Leo de Castro and Antigoni Polychroniadou

Kicking-the-Bucket: Fast Privacy-Preserving Trading Using Buckets
Mariana Botelho da Gama, John Cartlidge, Antigoni Polychroniadou, Nigel P. Smart and Younes Talibi Alaoui

Sharing Transformation and Dishonest Majority MPC with Packed Secret Sharing. In CRYPTO'22
Vipul Goyal, Antigoni Polychroniadou and Yifan Song

More Efficient Dishonest Majority Secure Computation over Z_2^k via Galois Rings. In CRYPTO'22
Daniel Escudero, Chaoping Xing and Chen Yuan

Fast Fully Secure Multi-Party Computation over Any Ring with Two-Thirds Honest Majority. In CCS'22 (The ACM Conference on Computer and Communication Security)
Anders Dalskov, Ariel Nof and Daniel Escudero

TurboPack: Honest Majority MPC with Constant Online Communication. In CCS'22 (The ACM Conference on Computer and Communication Security)
Daniel Escudero, Vipul Goyal, Antigoni Polychroniadou and Yifan Song

Vector Commitments over Rings and Compressed Sigma-Protocols. In TCC'22 (Theory of Cryptography Conference)
Thomas Attema, Ignacio Cascudo, Ronald Cramer, Ivan Bjerre Damgård and Daniel Escudero

 

ACCO: Algebraic Computation with Comparison. In CCSW’21 (Cloud Computing Security Workshop)
Xiaoqi Duan, Vipul Goyal, Hanjun Li, Rafail Ostrovsky, Antigoni Polychroniadou and Yifan Song

Round-Optimal Secure Multi-party Computation. In Journal of Cryptology 2021
Shai Halevi, Carmit Hazay, Antigoni Polychroniadou, Muthuramakrishnan Venkitasubramaniam

Privacy Preserving Portfolio Pricing. In ICAIF’21 (International Conference on AI in Finance)
Gilad Asharov, Tucker Balch and Antigoni Polychroniadou

Improved Single-Round Secure Multiplication Using Regenerating Codes. In ASIACRYPT’21
Mark Abspoel, Ronald Cramer, Daniel Escudero, Ivan Damgård and Chaoping Xing

Information-Theoretically Secure MPC against Mixed Dynamic Adversaries. In TCC’21
Ivan Damgård, Daniel Escudero and Divya Ravi

Unconditional Communication-Efficient MPC via Hall’s Marriage Theorem. In 41st Annual CRYPTO’21
Vipul Goyal, Yifan Song and Antigoni Polychroniadou

ATLAS: Efficient and Scalable MPC in the Honest Majority Setting. In 41st Annual CRYPTO'21
Rafail Ostrovsky, Antigoni Polychroniadou, Yifan Song, Vipul Goyal and Hanjun Li

Constant-Overhead Unconditionally Secure Multiparty Computation over Binary Fields. In 40th Annual EUROCRYPT’21
Yifan Song and Antigoni Polychroniadou

 

Succinct Non-interactive Secure Computation. In EUROCRYPT’20.
Andrew Morgan, Rafael Pass and Antigoni Polychroniadou

Privacy-Preserving Dark Pools. In AAMAS’20 (International Conference on Autonomous Agents and Multiagent Systems)
Gilad Asharov, Tucker Balch, Antigoni Polychroniadou and Manuela Veloso

Small Memory Robust Simulation of Client-Server Interactive Protocols over Oblivious Noisy Channels. In SODA’20
T.-H. Hubert Chan, Zhibin Liang, Antigoni Polychroniadou and Elaine Shi

SecretMatch: Inventory Matching from Fully Homomorphic Encryption. In ICAIF’20
Tucker Balch, Benjamin Diamond and Antigoni Polychroniadou

CryptoCredit: Securely Training Fair Models. In ICAIF’20 (International Conference on AI in Finance)
Leo de Castro, Jiahao Chen and Antigoni Polychroniadou

Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications. In ICAIF’20
David Byrd and Antigoni Polychroniadou

 

Manuscripts

Paving the Way towards 800 Gbps Quantum-Secured Optical Channel Deployment in Mission-Critical Environments.
Farzam Toudeh-Fallah, Marco Pistoia, Yasushi Kawakura, Navid Moazzami, David H. Kramer, Robert I. Woodward, Greg Sysak, Benny John, Omar Amer, Antigoni O. Polychroniadou, Jeffrey Lyon, Suresh Shetty, Tulasi D. Movva, Sudhir Upadhyay, Monik R. Behera, Joseph A. Dolphin, Paul A. Haigh, James F. Dynes and Andrew J. Shields

Prio+: Privacy Preserving Aggregate Statistics via Boolean Shares.
Surya Addanki, Kevin Garbe, Eli Jaffe, Rafail Ostrovsky and Antigoni Polychroniadou

Phoenix: Secure Computation in an Unstable Network with Dropouts and Comebacks.
Ivan Damgård, Daniel Escudero and Antigoni Polychroniadou

 

This [paper/presentation] was prepared for informational purposes by the [Artificial Intelligence Research] group of JPMorgan Chase & Co and its affiliates (“JP Morgan”), and is not a product of the Research Department of JP Morgan. JP Morgan makes no representation and warranty whatsoever and disclaims all liability, for the completeness, accuracy or reliability of the information contained herein. This document is not intended as investment research or investment advice, or a recommendation, offer or solicitation for the purchase or sale of any security, financial instrument, financial product or service, or to be used in any way for evaluating the merits of participating in any transaction, and shall not constitute a solicitation under any jurisdiction or to any person, if such solicitation under such jurisdiction or to such person would be unlawful.