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Amanda Yan

Speaker

Amanda Yan

1

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Director of Business Intelligence and Analytics J.Crew

Amanda Yan is the director of business intelligence and analytics at J.Crew. With over a decade of experience across startups and large-scale enterprise data platforms (and a strong background in statistics), she brings a strategic lens to analytics. Amanda is focused on turning insights into action and scaling data practices that drive business performance.

Bio from: dbt Coalesce 2025

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From one-off wins to org-wide impact: Scaling AI at J.Crew

AI isn’t just a lab experiment at J.Crew. It’s already driving results. This session unpacks how a few early wins with AI are being scaled across the company. You'll learn how to spot issues early on and change approaches when necessary to ensure AI is useful across your organization, and what it takes to turn pilot projects into repeatable systems, including the training, tools, and metrics that matter. If you’re trying to apply AI beyond your data team to your business users, this could serve as your playbook.