The retail market faces many new challenges as technology permeates the industry: the accelerated integration of online and offline retail, additional data dimensions, fragmentized application scenarios increasingly complex business patterns, and the reconstructed value of people, products and place. In response, the industry has embraced AI to drive digital transformation. AInnovation provides complete AI solutions for retail, empowers the entire industry chain around people, product and place, and covers the front, middle and back offices with products and solutions that integrate software and hardware.