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Inside The Home Depot's experimentation at a $25B scale
Summary
What does experimentation look like inside a $150 billion retailer? In this episode of The Experimentation Edge, host Ashley Stirrup talks with Kim Ting Li, Senior Manager of Experimentation at The Home Depot, where one centralized team tests every major change to a $25 billion online business. Kim explains how 40 people serve 40–50 business teams, why executives join test readouts and ping analysts directly, how every result since 2020 lives in a searchable library, and why scaling beyond hundreds of experiments per year depends on server-side testing capabilities more than AI. For…
The skinny
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