We make the case that datacenters full of ASICs are in our near future, and show a prototypical ASIC Cloud architecture, how they should be designed, and how they save TCO. We proposed neural network ASIC Clouds before Google announced their TPU, and also proposed the use of video transcoding clouds for YouTube.