人工智能算法及模型性能的提升，离不开海量机器可识别数据资源，这就产生了源源不断的清洗与标注等基础数据服务需求。人工智能基础数据服务产业的发展，不仅可以决定人工智能产业增速，完善地方人工智能产业生态，也可以驱动发挥人工智能能动作用，带动地方经济快速发展。现阶段，我国人工智能基础数据服务产业进入加速成长阶段，形成了较为完善的产业链，产业格局日趋合理。与此同时，产业发展也面临人才、标准、安全及产业载体发展方面的不足。未来，人工智能基础数据服务手段将更加智能化，质量要求也将全面提升，产业技术、流程、管理和人才等诸多方面壁垒将不断形成，产业集中度将进一步提高，进入产业快速升级的新阶段。
The improvement of artificial intelligence algorithms and model performance is inseparable from the massive machine recognizable data resources，which generates a continuous demand for basic data services such as cleaning and annotation. The development of the artificial intelligence basic data service industry can not only determine the growth rate of the artificial intelligence industry，improve the local artificial intelligence industry ecology，but also drive the active role of artificial intelligence and drive the rapid development of the local economy. At present，China’s artificial intelligence basic data service industry has entered an accelerated growth stage，forming a relatively complete industrial chain，and the industrial pattern is becoming increasingly reasonable. At the same time，the industrial development also faces the shortage of talents，standards，safety and industrial carrier development. In the future，the artificial intelligence basic data service means will be more intelligent，the quality requirements will also be comprehensively improved，the barriers in industrial technology，processes，management and talents will continue to form，and the industrial concentration ratio will further improve，entering a new stage of rapid industrial upgrading.
