AI in supply chain, topic by topic

Explore the applications, developments and key questions of AI in supply chain. For each topic, the essentials and the latest articles from our watch.

AI for demand forecasting

How AI improves demand forecasting: machine learning, demand sensing, external signals. The latest articles and real-world cases, sorted every week.

AI for inventory optimization

Dynamic safety stock, automated replenishment, multi-echelon optimization: what AI changes in inventory management, with the latest articles from our watch.

AI for S&OP, IBP and supply chain planning

Scenarios, gap detection, autonomous planning: how AI is changing S&OP, IBP and supply chain planning. Analysis and recent articles.

AI and warehouse automation

Mobile robots, order picking, computer vision, Robots-as-a-Service: the news on AI and automation in the warehouse, sorted every week.

AI for transport optimization

Routing, carrier selection, arrival times, AI agents in freight, autonomous trucks: the news on AI in freight transport.

AI in procurement and supplier management

Spend analysis, contracts, tenders, supplier risk, negotiation agents: what AI changes in procurement, with the latest articles from our watch.

AI agents in supply chain

What AI agents actually do in supply chain: uses in production, prerequisites, limits. The announcements and deployments of the week, sorted and sourced.

AI in supply chain: ROI, data and governance

Measuring the return on AI in supply chain, making data reliable, governing models: analysis and recent articles from our watch.