There has been a lot of buzz around latest AI chatbots. No doubt generative AI comes with the potential to significantly increase productivity for specific tasks in the corporate world. However, we must keep in mind that AI trend is currently in a hyped context and it is important to demystify what are just inflated expectations. The manufacturing sector and its global supply chain are areas where the chatbots implementation can help to achieve sustainability goals and identifying ways for improvement. In summary AI algorithms are transforming the manufacturing sector and its global supply chain by enabling predictive maintenance, improving quality control, optimizing the supply chain and manufacturing processes, enabling mass customization, facilitating autonomous operations and promoting sustainability. To answer the question what the AI strategies for the manufacturing sector and its global supply chain are, it was conducted a review of the recent scientific literatures to detect the salient aspects. With these identified directions it was cross-checked the news press articles of seven large global consulting companies to pinpoint the highlights and lowlights. For better understanding of the AI expectations, a cross table survey had been considered with strengthen, opportunities and limitations. However, the roadmap to implement those directions is up to each corporate company.