Supply Chain Managers

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 0 (0%)
• AI can speed this up with extra software: 29 (97%)
• Little or no AI speed-up: 1 (3%)

• Determine appropriate equipment and staffing levels to load, unload, move, or store materials.AI can speed this up with extra software · core task
• Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.AI can speed this up with extra software · core task · Seen in real AI use
• Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.AI can speed this up with extra software · core task
• Define performance metrics for measurement, comparison, or evaluation of supply chain factors, such as product cost or quality.AI can speed this up with extra software · core task
• Implement new or improved supply chain processes to improve efficiency or performance.AI can speed this up with extra software · core task
• Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.AI can speed this up with extra software · core task
• Confer with supply chain planners to forecast demand or create supply plans that ensure availability of materials or products.AI can speed this up with extra software · core task
• Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.AI can speed this up with extra software · core task · Seen in real AI use
• Negotiate prices and terms with suppliers, vendors, or freight forwarders.AI can speed this up with extra software · core task
• Analyze information about supplier performance or procurement program success.AI can speed this up with extra software · core task · Seen in real AI use
• Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.AI can speed this up with extra software · core task
• Design or implement supply chains that support business strategies adapted to changing market conditions, new business opportunities, or cost reduction strategies.AI can speed this up with extra software · core task
• Meet with suppliers to discuss performance metrics, to provide performance feedback, or to discuss production forecasts or changes.AI can speed this up with extra software · core task
• Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.AI can speed this up with extra software · core task
• Participate in the coordination of engineering changes, product line extensions, or new product launches to ensure orderly and timely transitions in material or production flow.AI can speed this up with extra software · core task
• Identify or qualify new suppliers in collaboration with other departments, such as procurement, engineering, or quality assurance.AI can speed this up with extra software · core task
• Design or implement plant warehousing strategies for production materials or finished products.AI can speed this up with extra software · core task
• Design, implement, or oversee product take back or reverse logistics programs to ensure products are recycled, reused, or responsibly disposed.AI can speed this up with extra software · core task
• Develop or implement procedures or systems to evaluate or select suppliers.AI can speed this up with extra software · core task
• Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.AI can speed this up with extra software · core task
• Diagram supply chain models to help facilitate discussions with customers.AI can speed this up with extra software · core task
• Evaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory.AI can speed this up with extra software · core task
• Identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products.AI can speed this up with extra software · core task
• Review or update supply chain practices in accordance with new or changing environmental policies, standards, regulations, or laws.AI can speed this up with extra software · core task
• Design or implement supply chains that support environmental policies.AI can speed this up with extra software · core task
• Forecast material costs or develop standard cost lists.AI can speed this up with extra software · supplemental task · Seen in real AI use
• Locate or select biodegradable, non-toxic, or other environmentally friendly raw materials for manufacturing processes.AI can speed this up with extra software · supplemental task
• Conduct or oversee the conduct of life cycle analyses to determine the environmental impacts of products, processes, or systems.AI can speed this up with extra software · supplemental task
• Investigate or review the carbon footprints and environmental performance records of current or potential storage and distribution service providers.AI can speed this up with extra software · supplemental task
• Appraise vendor manufacturing capabilities through on-site observations or other measurements.Little or no AI speed-up · supplemental task