At Wayfair, strategy drives everything. We start by identifying areas where AI can enhance efficiency, accelerate processes, or innovate the customer experience.

As a digitally native ecommerce retailer, marketing was one of our earliest AI applications—specifically, optimizing ad spend and improving attribution. We focused on traditional machine learning techniques, such as predictive modeling. The early work provided a strong foundation for Wayfair’s broader AI adoption over the past several years.

Today, AI plays a pivotal role not just in marketing, but also in areas like supply chain optimization, product recommendations, and customer experience design.

The rise in popularity of OpenAI has significantly increased our emphasis on AI, pushing us to explore more advanced applications and leverage new capabilities.