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CEVA and BYD expand global automotive logistics partnership

South Korea launches a $576 billion AI-chip and semiconductor capacity drive

LG adds an 80%-automated glass-powder line and a second production base in Vietnam

Toyota commits $3.6 billion to double its San Antonio manufacturing campus

East West Manufacturing acquires Vexos

Micron breaks ground on ¥1.5 trillion Hiroshima HBM expansion

China’s factory recovery is increasingly concentrated in AI-related exports

Dell supply shortages show AI demand is still stressing hardware operations

Walmart uses AI and digital twins to manage global supply-chain disruption

FICG links Johor manufacturing with Singapore sourcing and innovation through a JS-SEZ strategy

Nissin Foods deploys AI-powered demand and supply planning

SAP acquires Prior Labs and commits more than €1 billion to tabular foundation models

TCL and Hutchison Ports agree to cooperate on greener, more digital export logistics

Solstice to acquire Element Solutions in $14.5B AI supply-chain materials deal

Claire’s opens Illinois distribution centre to improve inventory flow and planning

Pigment expands Modeler Agent with application-history context to explain planning changes

Global Supply Manager

Operations Manager

Manager, Distribution

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

WARNING: Post-holiday US freight restart creates a compressed Monday execution window

DISRUPTION: India and Bangladesh exporters face ocean capacity squeeze

EVENT: Finished Vehicle Logistics AI-Day begins in Karlsruhe

SHORTAGE: Sonix warns memory constraints could affect imaging shipments through 2026

WARNING: India–Latin America exporters face constrained space and higher freight rates

NOMINATION: Schneider National names Jim Filter CEO and Michael Baumgardt logistics leader

WARNING: “APS” can describe fundamentally different decision scopes

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

RISK: Autonomous supply-chain workflows can bypass the approval architecture

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

The semiconductor supercycle creates allocation decisions beyond the chipmakers

AI chip demand must be planned through tool capacity, not headline demand

Defence logistics resilience is a decision network, not contractor scale

Cargo fleet growth is a network-allocation decision

Post-holiday backlog should be treated as an allocation problem, not a scheduling problem

Freight risk is becoming a coupled cost, capacity and fraud decision

Supply planning is becoming capital allocation with a service constraint

Chipflation is becoming a cross-industry planning constraint

Manufacturing localisation is a network redesign, not a plant announcement

Inventory congestion is usually created before the warehouse

Multi-agent supply-chain AI may require satisficing rather than local optimization

Beyond the perfect order: AI planning must define what good means

Digital twins only matter when they change replenishment and routing decisions

AI is pushing Chinese factory robotics beyond highly standardized production

Forecast accuracy is an input, not the Supply Chain decision

Forecast accuracy is an input to the decision—not the business outcome

o9 and NVIDIA show why solve time limits AI planning value

Forecast vs. actual: why protocol design breaks clinical supply plans

Self-steering supply chains are arriving before companies have defined who owns the decision

AI orchestration in demand-supply networks: what breaks first?

Jon Nichols shows what continuous planning looks like in a next-gen planner’s week

Erik Bush reframes the trillion-dollar inventory problem as an operating-model failure

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

Optessa

Blue Yonder

Anaplan

Bosch

Symbotic

AI21 Labs