The hydraulic excavator automation AI system developed by DeepX, in cooperation with Fujita Corporation, has succeeded in unmanned and automatic excavation of a specified area (in the movie, an area of 10 x 10 meters in length and width) at a construction site. We will complete the system as a retrofit backhoe automation system that can be retrofitted to any type of excavator and introduce it to the construction site to dramatically improve the productivity.