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AI at Scale: From AI vision to enterprise reality 

In this webcast, EY and Microsoft leaders explore why many organizations struggle to move AI from promising pilots to sustained, enterprise-wide impact. Drawing on real-world client experience, the discussion focuses on what it truly takes to become an AI first enterprise — beyond experimentation and hype.

The panel examines why AI initiatives commonly stall between pilot and production and what these stalled efforts reveal about deeper organizational gaps. Speakers address the foundational capabilities required to scale AI responsibly, including data readiness, governance, security and platform modernization.

The session also explores the shift from isolated use cases to an enterprise AI operating model and highlights how culture, leadership and adoption ultimately determine whether AI delivers lasting business value.

Learning outcomes

  • Why AI initiatives often stall between pilot and production
  • The enterprise foundations required to scale AI responsibly
  • How to move from disconnected use cases to an AI operating model
  • The role of culture, leadership and adoption in AI success

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EY refers to the global organization, and may refer to one or more, of the member firms of Ernst & Young Global Limited, each of which is a separate legal entity. Ernst & Young Global Limited, a UK company limited by guarantee, does not provide services to clients.