Supply Chain of today has evolved over the decades. Companies use Advanced Planning and Supply Chain systems more commonly than before but there is still a gap when compared to how ERP is being used. Digital Supply Chain and Industry 4.0 are providing the framework for the next phase of Supply Chain. However, Machine Learning is going to change the landscape of Supply Chain in the future. As a Supply Chain practitioner, I will be sharing my thoughts on the opportunities, challenges thereof and some of the use cases that are being explored at Maxim Integrated.