Trading Insights: Data in the discretionary investment process with AKO Capital’s CEO

In this episode, Patrick Hargreaves, CEO of AKO Capital and PM of the AKO Capital Global Fund, is in discussion with Eloise Goulder, head of the Data Assets and Alpha Group. Patrick discusses the rationale for the quality investment philosophy at AKO Capital and the 'patterns of quality' the team look to identify to source these companies (as articulated in their 2016 Quality Investing book). He also lays out the five specialized teams who work alongside the analysts on market research, forensic accounting, behavioral analysis, data science and sustainability. Finally, Patrick highlights where machine learning and LLM tools can be additive in their processes, and where the role of the human, and of judgement, remains critical.   Shownotes: https://www.akocapital.com/ https://www.akocapital.com/quality-investing/   This episode was recorded on June 6, 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.