The development of the industrial robot industry in the Pearl River Delta (PRD) region in the era of digital intelligence is a key driver of socioeconomic growth in this area and an important foundation for the development of advanced manufacturing. By developing industrial robots for various specialized environments, it can effectively enhance production efficiency and accuracy in specific industrial sectors and reduce the safety risks for personnel working in special scenarios. Therefore, by analyzing the current status of the industrial robot industry in the PRD region during the era of digital intelligence, we can understand the industry characteristics and grasp the specific implementation details directly related to industrial development, such as policies and enterprises, thereby summarizing the economic development of the industrial robot industry in the PRD. Furthermore, by designing a technology roadmap for the industrial robot industry in the PRD region, we can effectively promote the comprehensive development of this industry and provide guidance and reference for the innovation and construction of the industrial robot industry in the PRD region in the era of digital intelligence.