Under the wave of digital transformation, Taiwan's manufacturing industry is facing unprecedented opportunities and challenges, especially as the development of AI manufacturing industry is becoming more mature, how traditional industries can make good use of artificial intelligence is no longer a multiple-choice question, but a survival question about competitiveness. This article will deeply explore the diversified application of AI in the manufacturing industry and provide specific and feasible import strategies for business owners and IT personnel who hope to achieve the transformation of AI through production.