help developers develop intelligent hardware products such as smart sockets and intelligent lighting. However, enterprises lacking research and development capabilities can quickly develop goods. Based on the service model of Huisi Rui and graffiti intelligence, the overall cost can be reduced by more than 15% compared to the manufacturer's self-developed model. In terms of the online cycle, if it is a channel that is not demanding, it can be shortened by at least 1~2 months.