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PENTA Electrical Safety Products Reports Higher Service Levels and Revenue After Deploying Komugi

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

Anora reports channel-level forecasting gains with RELEX

22 of Gartner's Supply Chain Top 25 Run on Xeneta: Real-Time Freight Benchmarks Now Standard for Carrier Negotiations

o9 frames Responsible AI as enterprise readiness for agentic planning

Midea and Hutchison Ports link manufacturing exports to a global port network

BISSELL accelerates end-to-end supply chain planning with o9 Solutions

Domino’s China reaches 1,550 stores across 75 cities

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

Sandman connects AI pricing with forecasting and replenishment in RELEX

GXO report examines efficiency, technology and sustainability in UK transport

CEVA and BYD expand global automotive logistics partnership

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

Slimstock expands inventory optimization with Mees van den Brink

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Product Manager, Data Platform & AI Platform

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

NOMINATION: Flipkart appoints Vinay Vaidya to lead technology for supply chain

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

EVENT: Hidden AI supply chain risks move into the planning governance agenda

NOMINATION: Crompton Greaves appoints Anuj Lall as Head of Integrated Supply Chain

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

ALERT: US truck rates rise sharply despite softer freight volumes

RISK: AI demand intensifies global memory-component allocation pressure

How to optimize inventory without sacrificing service levels

Marketplace fragmentation makes inventory and service orchestration a strategic capability

Inventory Reduction Is a Consequence, Not a Transformation Objective

Orchestra’s Recovery Shows Why Inventory Reduction Is a Governance Problem

Outgrowing the classical safety-stock formula

Why Inventory Reduction Is Often the Wrong Transformation Objective

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

Composable Architecture as the Foundation for Scalable Supply Chain AI

Category planning is policy governance—not spreadsheet maintenance

Vendor AI agents introduce a new Supply Chain third-party risk layer

Always-on demand forecasting changes the infrastructure assumptions behind planning AI

Updating planning parameters is a practical first step for supply-chain AI

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

The inventory-planning platform is not the operating model

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

AI-driven resilience depends on better decisions, not faster automation alone

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

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

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

AI Agents Need More Than Intelligence: Why Feedback Loops Will Define the Future of Supply Chain Decision-Making

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

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

Why data control is becoming the decisive advantage for SaaS-based Supply Chain AI

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

Planning productivity claims double-count the same planner minute

Experiment: Build a Supply Chain as a Service company with OpenOPC

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

Build a Governed AI Control Tower for Logistics Questions

ToolsGroup

Xeneta

Vekia

Slimstock

Komugi

C3 AI Supply Chain Suite

Aera Technology

Optilogic

Lokad

SAP

IBM watsonx

Google Gemini Enterprise

UPS Supply Chain Solutions

GEODIS

FM Logistic

CEVA Logistics

Arvato Supply Chain Solutions

Stefan de Kok

Benoît Elie

Xavier Feltin

Mark Sawaya

Nicolas Vandeput