Question: Is there any large DL product that uses ASICs?

Is there any wide-scale product/project that uses ASICs for DL inference, obviously at the edge but also possibly in the cloud? If not, what is the key challenge (aside from customized hardware requirements) that make it difficult to use ASIC architectures at production-stage DL?