Home Depot has over 2,300 stores across North America, $159.51B billion in annual revenue as of 2024, and a customer base spanning DIY novices to professional contractors. Home Depot has positioned AI as the connective tissue binding its omnichannel operations, supply chain, and customer experience together. The strategy is to treat AI as a business transformation rooted in proprietary data assets.
The architectural foundation was laid in 2015 when Home Depot chose Google Cloud over Amazon Web Services, a deliberate decision to avoid housing its most critical data assets on the servers of a direct retail competitor. Today, that partnership has evolved substantially. Home Depot operates a 15-petabyte data lake powered by Google Cloud's BigQuery, unifying datasets from both DIY and Professional customers across online and physical channels.
The company is simultaneously piloting over 175 machine learning and generative AI use cases. This scale of experimentation is unusual. Most retailers are testing 20-30 AI applications. Home Depot is approaching it systematically, testing at scale and scaling winners quickly.
