In this episode we hear from Ralph Sueppel, Managing Director at Macrosynergy, a London-based macroeconomic research and technology company that co-developed the J.P. Morgan Macrosynergy Quantamental System (“JPMaQS”): a data and analytics product harnessing macroeconomic quantamental point-in-time data for investment strategies. Ralph joins J.P. Morgan’s Eloise Goulder, head of the Data Assets & Alpha Group. They delve into the evolution of systematic strategies using macro quantamental data, and they explore which data sets, asset classes, and analytical techniques have historically yielded the greatest alpha opportunities in this space. Finally, they touch on the future path for macro quantamental investing strategies. Shownotes: https://markets.jpmorgan.com/#jpmaqs https://www.jpmorgan.com/markets/jpmaqs This episode was recorded on August 28, 2025. The views expressed in this podcast may not necessarily reflect the views of J.P. Morgan Chase & Co and its affiliates (together “J.P. Morgan”), they are not the product of J.P. Morgan’s Research Department and do not constitute a recommendation, advice, or an offer or a solicitation to buy or sell any security or financial instrument. This podcast is intended for institutional and professional investors only and is not intended for retail investor use, it is provided for information purposes only. Referenced products and services in this podcast may not be suitable for you and may not be available in all jurisdictions. J.P. Morgan may make markets and trade as principal in securities and other asset classes and financial products that may have been discussed. For additional disclaimers and regulatory disclosures, please visit: www.jpmorgan.com/disclosures/salesandtradingdisclaimer. For the avoidance of doubt, opinions expressed by any external speakers are the personal views of those speakers and do not represent the views of J.P. Morgan. © 2025 JPMorgan Chase & Company. All rights reserved.

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