II Institutional Intelligence
Citi · 08/27/2026

E86: AI's Race for Real-World Data

Official source ↗
Complete Research
Complete English original

KEY TAKEAWAYS

Physical AI will see artificial intelligence move beyond the digital realm into factories, warehouses, transportation networks and everyday life, with profound impacts on companies, supply chains and the broader economy. Ahead of Citi's Global TMT Conference in New York, Elise Badoy and Martin Wilkie explore this fascinating frontier and its implications.
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This podcast contains thematic content and is not intended to be investment research. Nor does it constitute financial, economic, legal, tax or accounting advice. This podcast is provided for information purposes only and does not constitute an offer or solicitation to purchase or sell any financial instruments. The contents of this podcast are not based on your individual circumstances and should not be relied upon as an assessment of suitability for you of a particular product, security, or transaction. The information in this podcast is based on generally available information and, although obtained from sources believed by Citi to be reliable, its accuracy and completeness are not guaranteed. Past performance is not a guarantee or indication of future results. This podcast may not be copied or distributed, in whole or in part, without the express written consent of Citi. © 2026 Citigroup Global Markets Inc. Member SIPC. All rights reserved. Citi and Citi and Arc Design are trademarks and service marks of Citigroup Inc. or its affiliates and are used and registered throughout the world. Elise Badoy is a Managing Director and Head of Equity Research in EMEA. Elise joined Citi in February 2010 and is a member of the Global Research Executive Committee. Prior to Citi, Elise worked at Goldman Sachs from 1999 to 2009, initially on the buy-side at GSAM and from 2001 in GS's Global Investment Research division covering the Consumer Staples sector. Prior to joining Goldman Sachs, she worked at Daiwa Securities in Equity Capital Markets and at ING Barings in Investment Banking. Martin Wilkie heads the European Capital Goods Research team, and also heads the Global Capital Goods research pod and the Automation Theme Group at Citi Research. He has been an industrials analyst since 2003, having had various other roles in banking since 1994. He is based in London and started with Citi in 2015. Martin previously worked at Deutsche Bank from 2006 to 2015 also covering the Capital Goods sector, having also worked previously at Morgan Stanley and JP Morgan.
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AI analysis
AI-generated from the report above · not a translation and not the institution's wording · verify against the official source
Key arguments
  • Physical AI moves beyond digital realms into physical environments, impacting operations and supply chains.
  • Adoption of Physical AI could drive efficiency gains and create new business opportunities.
  • Industries like manufacturing, logistics, and transportation are expected to be early adopters.
Risks
  • Implementation challenges and high upfront costs could slow adoption.
  • Regulatory and safety concerns may impede deployment of Physical AI.
  • Potential job displacement and societal impacts.