Sid Kalpattu Shivakumar, director of global market insights and Nouryon, joins the podcast for a deep dive into supply chain resiliency. Key themes include the multidimentional nature of supply volatility, how companies can manage multiple suppliers, and the role of AI and data in driving decisions around supply chain.