The article considers the directions of application of artificial intelligence in the deployment of integrated systems of production automation at all stages of the product life cycle: design and engineering. production. equipment control. control and monitoring during production and operation. https://parisnaturalfoodes.shop/product-category/nutmeg-whole-org/