In the era of artificial intelligence, the field of optometry needs innovative and application-oriented talents with medical and industrial integration. At present, the training of optometry professionals paid more attention to precision and professional teaching. Based on the analysis of the current situation of the cultivation of interdisciplinary and integrated talents in optometry, this paper put forward the existing problems in the cultivation of talents with medical and industrial integration and studied countermeasures against specific problems. In practice, the cultivation mode of high-level compound talents was actively explored..