Mipsology is a start-up developing state-of-the-art FPGA-based accelerators for Deep Learning Inference. It was founded in 2015 by a team of engineers and scientists who created a family of world-leading FPGA-based super-computers over the past 20 years. The team devised the technology that eliminates the challenging task of programming an FPGA for DL Inference and made it invisible to AI engineers. Called Zebra, the accelerator has been conceived as a replacement for CPUs/GPUs. It provides very fast speed of execution, it is easy to deploy, and it accommodates a range of Neural Networks and Frameworks.