Using literature research and case study, the current status of the application of artificial intelligence in the field of packaging was studied to reveal the great potential of artificial intelligence in the field of packaging. Firstly, the application of AI in packaging design was described, such as using AI algorithms for packaging design optimization, personalized packaging and so on. Secondly, the application of AI in three kinds of packaging materials was summarized, such as using AI algorithms to predict and optimize the performance of packaging materials and so on. Finally, the application of artificial intelligence in packaging quality inspection and commodity packaging recognition was discussed and researched, such as utilizing image recognition and deep learning technology for packaging quality inspection and commodity packaging recognition to improve the accuracy and efficiency of packaging inspection, etc. Through the introduction of AI, the efficiency and accuracy of packaging quality inspection and commodity packaging identification have been improved, effectively reducing errors caused by human factors. In addition, the application of AI in packaging materials was also reflected in performance prediction and optimization, providing strong support for promoting the sustainable development of the packaging industry. Artificial intelligence not only plays an important role in improving design efficiency, but also provides creative inspiration for packaging designers. The dominant trend in the future design field will be in-depth human-machine collaboration.