
Faster AI Planning Reveals Hidden Supply Gaps
Artificial intelligence is becoming embedded in routine planning workflows, yet companies are deliberately keeping human judgment at the center of execution. New data from RELEX

Artificial intelligence is becoming embedded in routine planning workflows, yet companies are deliberately keeping human judgment at the center of execution. New data from RELEX

AI in supply chain has shifted into daily practice, steering decisions on fulfillment, routing, and inventory with far more data than human planners can process

Serve Robotics has moved from rapid fleet build-out to sweating 2,000 deployed robots for utilization and economics before the next capacity wave. In Brief The

AI shopping agents are beginning to execute purchases at machine speed, pushing ecommerce operations into a new phase where fulfillment, not marketing, determines competitiveness. As

Dynamic multi-echelon inventory optimization (MEIO) is reshaping inventory policy from a static parameter to a network-scale lever on working capital and service. Evidence from a

Pony AI is shifting from owning autonomous vehicles to orchestrating a partner-funded fleet, turning its robotaxi network into an asset-light supply system. In Brief A

Iran conflict supply chain disruption is now visible in day-to-day operations as freight capacity tightens, routes lengthen, and logistics costs climb across modes. The pressure

Across hospitality, lodging and workforce housing, operators are centralising supplier control and embedding AI to turn dispersed spend into orchestrated, high-yield networks. In Brief The

Manual sort capacity depends less on scan rates and more on how people, pallets, and packages move through the floor. As parcel volumes climb into

Mercedes-AMG PETRONAS F1 is turning Scope 3 supply chain decarbonisation into a design brief, linking carbon removals, low-carbon fuels and supplier standards to clear net-zero

Artificial intelligence is becoming embedded in routine planning workflows, yet companies are deliberately keeping human judgment at the center of execution. New data from RELEX

AI in supply chain has shifted into daily practice, steering decisions on fulfillment, routing, and inventory with far more data than human planners can process

Serve Robotics has moved from rapid fleet build-out to sweating 2,000 deployed robots for utilization and economics before the next capacity wave. In Brief The

AI shopping agents are beginning to execute purchases at machine speed, pushing ecommerce operations into a new phase where fulfillment, not marketing, determines competitiveness. As

Dynamic multi-echelon inventory optimization (MEIO) is reshaping inventory policy from a static parameter to a network-scale lever on working capital and service. Evidence from a

Pony AI is shifting from owning autonomous vehicles to orchestrating a partner-funded fleet, turning its robotaxi network into an asset-light supply system. In Brief A

Iran conflict supply chain disruption is now visible in day-to-day operations as freight capacity tightens, routes lengthen, and logistics costs climb across modes. The pressure

Across hospitality, lodging and workforce housing, operators are centralising supplier control and embedding AI to turn dispersed spend into orchestrated, high-yield networks. In Brief The

Manual sort capacity depends less on scan rates and more on how people, pallets, and packages move through the floor. As parcel volumes climb into

Mercedes-AMG PETRONAS F1 is turning Scope 3 supply chain decarbonisation into a design brief, linking carbon removals, low-carbon fuels and supplier standards to clear net-zero