This paper provides an initial exploration of the intersection of two emerging megatrends: artificial intelligence and circular economy. Written in collaboration with Google, and with analytical support from McKinsey & Company, it represents a first step towards understanding how AI could accelerate the transition towards a circular economy at scale.