#166: Exploring the Intersection of AI and Supply Chain with Elliott Wolf of Lineage Logistics
Sep 6, 2023
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Supply Chain expert in AI, Elliott Wolf, discusses the intersection of AI and Supply Chain, the technology-centric approach at Lineage Logistics, the talent stack needed for AI in supply chain, and the importance of varied backgrounds in AI.
Lineage Logistics utilizes AI, ML, and industrial controllers to optimize various aspects of its operations, such as designing energy-efficient refrigeration systems and creating warehouse algorithms.
Lineage Logistics uses AI to predict and optimize energy usage in frozen warehouses, contributing to overall grid reliability while increasing return on investment.
Deep dives
The Role of Technology in Lineage Logistics' Approach
Lineage Logistics, a global leader in temperature-controlled logistics, has a technology-driven approach that is not widely known. The company utilizes AI, ML, and industrial controllers to optimize various aspects of its operations. Their data science team consists of physicists, electrical engineers, and other specialists who work on tasks such as designing energy-efficient refrigeration systems and creating warehouse algorithms. Lineage Logistics values intellectual freedom and partnerships with operations and software developers to achieve their goals.
The Impact of AI in Power Grid Management
One interesting application of AI in the supply chain is power grid management. Frozen warehouses can play a crucial role in electricity consumption and storage. Lineage Logistics uses AI to predict and optimize energy usage, considering factors like weather and door openings. They also explore ways to provide grid services during emergencies. By effectively managing power grids, the company increases its return on investment while contributing to overall grid reliability.
Advancements in Computer Vision and Supply Chain
Computer vision is revolutionizing the supply chain, especially in the food industry. Lineage Logistics focuses on automating processes and ensuring accurate inventory management through computer vision. With this technology, they can identify products, monitor shelf life, and optimize warehouse operations. Over time, advancements in optical engineering have allowed for improved object detection and recognition, enabling warehouses to become more efficient and adaptable.