Shiv has successfully led diverse product and strategy teams and delivered game-changing data and AI-led innovation across Diversified Manufacturing, Transportation and Logistics and Aerospace industries, with roles at Ernst & Young, Booz & Co./Strategy & and Raytheon Technologies. As an industry leader, Shiv regularly connects with executives to cover key trends and help enable data and AI strategies to unlock strategic competitive advantage in Manufacturing and Logistics.