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DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

Brimstone and Century Aluminum plan a US mine-to-metal aluminium supply chain

RELEX expands AI-powered manufacturing planning from IBP to execution

H-E-B plans a $700 million expansion of refrigerated and bakery supply-chain operations

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Logility launches an agentic orchestration layer across planning and execution

LeanDNA launches Demand Scenario Modeling in APEX

OMP introduces UnisonIQ as an agentic AI layer for supply chain decision-making

Carhartt selects RELEX for unified AI-driven supply-chain planning

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

ARC India Forum frames industrial AI as production-grade operations

New review maps five practical AI-adoption patterns in Supply Chains

General Mills ties AI and Supply Chain redesign to a $3 billion savings programme

Radius Aerospace and LeanDNA provide evidence of factory-first supply execution

CISCE highlights AI-driven innovation across global agri-food supply chains

Syngenta, McDonald’s and McCain strengthen China’s potato supply chain

Circus commercializes standardized supply layer for autonomous sustainment robots

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

Manufacturers seek tariff exemptions where domestic supply is unavailable

Oracle adds agentic applications for inventory, supplier and production decisions

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

Accenture moves to acquire Industries eXcellence Group to deepen Siemens planning and manufacturing capabilities

NEC launches cross-system SCM AI Agent for forecasting, procurement and planning

Pelico brings AI-powered manufacturing orchestration to Farnborough

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

Micron backs domestic silicon-wafer capacity with financing and a ten-year agreement

Oracle adds agentic AI applications for supply chain workflows

South Korea discusses accelerated semiconductor capacity investment with Samsung and SK Hynix

Kraft Heinz links control-tower visibility, factory AI and human decisions

Senior Solution Architect — Demand, Supply, Production and S&OP

Supply Chain Planning Manager

Supply Chain Planning Engineer

Business Processes Senior Consultant — Supply Chain Planning PP/DS

Production Planning Analyst

Materials Requirement Senior Supervisor

Supply Chain & Manufacturing AI Specialist

Principal Engineer, Supply Chain Transformation

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

Supply Chain Senior Business Analyst / Consultant

Supply Chain Planning Engineer

Supply Chain & Operations Manager / Senior Manager — Business Consulting

D&T Analyst I — Supply Chain

Analyst Site Planning

Supply Chain Network Optimization

Material Planning Analyst

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Solution Architect — Supply Chain Planning, Manufacturing

JJT TPO ERP Master Data Manager

Connected Planning Model Builder

Head of AI & Advanced Apps

Manager of Deliver Operations Planning

Logistics Engineer

Specialist, Order Management

Buyer Jr., General Purchasing

Director E2E Product Planning

Demand & Inventory Planner – Food Import & Trading

End to End Planning Manager, Shoulders

Category Manager — Manufacturing

Manufacturing Manager II, Robotics Manufacturing Technical Operations

EVENT: EurOMA 2026 examines AI, planning and supply-chain resilience

EVENT: TDWI, SAP and Databricks examine real-time context for production Supply Chain AI

EVENT: Slimstock User Day covers supply, demand, inventory and production planning

WARNING: Supply-Chain Cyber Incidents Create Material Production and Service Disruption

EVENT: Supply Chain session examines AI and BI security as pilots move toward production

EVENT: Farnborough opens with AI defence systems and aerospace capacity constraints in focus

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

EVENT: Automated Negotiating Agents Competition includes a supply-chain management league

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

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

EVENT: MIT CTL AI-driven Supply Chain programme opens

EVENT: Gartner Supply Chain Leaders Forum opens in Windsor

EVENT: Supply Chain AI Symposium takes place in Chicago

EVENT: FreightWaves closes nominations for its Supply Chain AI awards

EVENT: Virginia launches an AI cohort for manufacturing, logistics and Supply Chain

EVENT: Supply Chain Thought Leaders Roundtable examines AI and systemic resilience

EVENT: Manufacturers review supply-chain resilience strategies

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

EVENT: Inspectorio focuses Atlanta roundtable on moving Supply Chain AI from vision to execution

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

NOMINATION: Dow names James Swingle supply-chain director for Americas

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

EVENT: AMTS 2026 opens in Shanghai

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

SECURITY: Malicious VS Code Extensions Expose Developer and AI Tool Supply Chains

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

EVENT: Advanced Manufacturing Summit runs July 9–11

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

AI is moving supply-chain planning from prediction to automatic replanning

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

AI adoption fails when it is not tied to a Supply Chain vision

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

Pharma supply planning under recurrent disruption: sensing must lead to executable pivots

Always-on Supply Chains need decision authority, not just visibility

Supply-chain AI adoption is rising, but fragmented data is limiting measurable value

Tillamook turns supply-chain planning into a growth engine

Aerospace manufacturing orchestration must connect blockers to recovery decisions

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

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

Order management should expose supply truth, not protect customer promises

Component resilience decisions belong before production release

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

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Multi-agent Supply Chains need coordination economics, not just specialised agents

Regional metals manufacturing depends on the reverse Supply Chain

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

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

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

Reacting Before the Ripple Becomes a Wave with SAP Autonomous Supply Chain

LeanDNA argues that the next frontier of Supply Chain AI is smarter action, not better prediction

Multi-agent supply chains need a control plane before they need more agents

Why faster AI decisions require milestones based on physical supply-chain outcomes

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

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

Aerospace AI must be constrained by production-rate reality

Forecast accuracy is an input, not the Supply Chain decision

AI agents are reaching production faster than organizations are defining accountability

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

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

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

22 practical Data Science projects for Supply Chain teams

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Build a Governed AI Control Tower for Logistics Questions

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

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

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

QAD

ICRON

Oracle Supply Chain Management

Imperia

frePPLe

sedApta

Microsoft Dynamics 365 Supply Chain Management

Siemens Digital Industries Software

Dassault Systèmes DELMIA

Epicor

DataRobot

Aible

Avercast

Demand Solutions

CyberPlan

Aptean

Amazon Web Services

Microsoft Azure AI Foundry

Databricks Mosaic AI

River Logic

AIMMS

Solvoyo

Logility

Board

o9 Solutions

OMP

SAP

IBM watsonx

Amazon Bedrock

Meta Llama

Opus Numeris

Thomas Barciet

Wolfgang Lehmacher

Sandia Ghernati

Louis Collignon

Antoine Guéguen

Ludovic Giraud

Alain Matar

Arnaud Morvan

Muddassir Ahmed

Gregory Pitstick

Nicolas Vandeput

Samir Saci

Prashant Gopalan

Emily Rees