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Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Techtronic Industries EMEA chooses RELEX for S&OP and constrained network planning

Kinaxis brings NVIDIA AI acceleration into Maestro for large-scale planning optimization

Pentagon considers $5B Fluidstack loan to strengthen AI data-center supply chains

ASML capacity plan highlights the physical bottleneck behind AI demand

NVIDIA chip scarcity drives black-market price escalation in China

Ocean-shipping disruption persists despite the US–Iran ceasefire

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

Nvidia targets up to 2 GW of AI data-center capacity in Australia

d-Matrix adopts Nvidia NVLink Fusion for inference-focused AI servers

Senior Director, Supply Planning — Networking Products

Senior Manager, APAC EndoMech, Energy & Robotics Supply Chain

Director E2E Product Planning

End to End Planning Manager, Shoulders

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

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

EVENT: o9 examines revenue-growth planning under persistent demand volatility

RISK: IMO Begins Coordinated Passage for Ships Stranded in the Gulf

EVENT: Demand orchestration replaces forecasting as the organizing concept

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

RISK: Manufacturing Remains the Leading Ransomware Target

EVENT: aim10x Americas puts optimization back inside AI decision architecture

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

AI supply chain planning: faster decisions need clearer accountability

Supply planning is becoming capital allocation with a service constraint

4flow shows how AI agents could enable continuous strategic supply-chain network planning

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

Launch execution fails when allocation governance cannot keep pace

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Ankur Gupta argues supply chain needs world models, not just agents

Supplier risk visibility is not enough without downstream impact translation

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

Inventory Reduction Is a Consequence, Not a Transformation Objective

Initial versus current requested delivery dates in demand planning

Semiconductor revenue signals must be separated from usable capacity

AI-infrastructure growth is becoming an industrial-material planning problem

Industrial AI policy is shifting from model leadership to production-system capacity

Komugi Links Month-End Forecast Reliability to Material Availability, Capacity and Workforce Flexibility

How to choose supply chain software when every vendor has an AI story

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

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