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Accenture expands its AWS business group with an autonomous supply-chain AI product

Standard Motor Products forms Thailand sensor-manufacturing joint venture

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

AI data-centre demand pushes memory-chip costs into consumer product pricing

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

RELEX expands AI-powered manufacturing planning from IBP to execution

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

Nissin Foods deploys AI-powered demand and supply planning

SAP presents its autonomous Supply Chain vision around AI agents and orchestration

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

AskLora Launches Agentic AI Benchmarking for Supply Chain Excellence

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

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

REMIRA positions AI-powered inventory and supply chain software for European planning teams

Accenture invests in Aera Technology to fuel AI-enabled supply chains

Logility launches an agentic orchestration layer across planning and execution

LeanDNA launches Demand Scenario Modeling in APEX

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

AI-driven memory shortages push Apple toward product price increases

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

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

ARC India Forum frames industrial AI as production-grade operations

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

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

Flash Global’s Dallas service-supply-chain centre begins operations

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

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

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Product Manager, Supply Chain

Senior Director, Supply Planning — Networking Products

Senior Product Manager, Supply Chain

Senior Product Manager, AI Product/Design Lead — Supply Chain & Logistics

TPO, IMT Supply Chain Plan Data Assets

Product Manager, Data Platform & AI Platform

Product Manager / Architect — Supply Planning

Lead Product Manager — Supply Chain AI

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

Senior Product Manager, AI — Supply Chain & Procurement

Supply Chain Planning Manager

Supply Chain Planning Engineer

Business Processes Senior Consultant — Supply Chain Planning PP/DS

Production Planning Analyst

Materials Requirement Senior Supervisor

Executive Director, Cell Therapy Global Supply Chain Planning

Supply Chain & Manufacturing AI Specialist

Digital Product Owner — M&S Accelerator

D&T Analyst I — Supply Chain

Principal Engineer, Supply Chain Transformation

Development Business Analyst — M3 Supply Chain Planning

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

Supply Chain Senior Business Analyst / Consultant

Senior Manager, APAC EndoMech, Energy & Robotics Supply Chain

Global Supply Manager

Manager, Global Supply Chain Services Digital and Data Analytics

Supply Chain Planning Manager

Supply Chain Planning Engineer

Senior Analyst, Data & Insights

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

NOMINATION: J.M. Smucker appoints Douglas Guilherme SVP, Operations and Supply Chain

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

NOMINATION: Digimarc appoints former Elemica and Kinaxis executive Paul Carreiro as CEO

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

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: Kinexions 2026 Opens the Conversation on AI-Native Supply Chain Planning

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

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

NOMINATION: TrueCommerce appoints Anthony Gallo Chief Product Officer

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

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

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

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

NOMINATION: Vineet Khanna Joins Kearney PERLab as Advisor

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

Bilateral trusted-Supply-Chain policies need product-level qualification rules

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

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

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

Chipflation is becoming a cross-industry planning constraint

AI and decision engineering can reduce planner heroics

Tillamook turns supply-chain planning into a growth engine

Aerospace manufacturing orchestration must connect blockers to recovery decisions

Carrefour on ChatGPT shifts commerce readiness toward product data and fulfillment integration

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

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

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

Order management should expose supply truth, not protect customer promises

Tariff exemptions expose the difference between available and qualified supply

Component resilience decisions belong before production release

Chinese commerce platforms expose the cost of leaving low-price segments and operating innovation unattended

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

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

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

Regional metals manufacturing depends on the reverse Supply Chain

Graph context can improve predictive analytics in supply-chain planning

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

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

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

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

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

Run a One-Week Planning Master-Data Audit

Oracle Supply Chain Management

QAD

ICRON

Siemens Digital Industries Software

Imperia

frePPLe

Microsoft Dynamics 365 Supply Chain Management

sedApta

Dassault Systèmes DELMIA

Google

Amazon Web Services

Epicor

Xeneta

MyExobrain

Wiliot

DataRobot

Aible

Avercast

Demand Solutions

CyberPlan

Aptean

Snowflake

Databricks Mosaic AI

Microsoft Azure AI Foundry

Cohere

Anthropic

Writer

xAI

OpenAI

REMIRA

Kearney PERLab

Opus Numeris

Bluecrux

Arvato Supply Chain Solutions

GS1

Thomas Barciet

Vineet Khanna

Rajesh Gangadharan

Florian Saucias

Dale Rogers

Wolfgang Lehmacher

Sandia Ghernati

Louis Collignon

Antoine Guéguen

Ludovic Giraud

Alain Matar

Jagjit Singh Srai

Amélie Destefanis

Jonathan Jackman

Arnaud Morvan

Muddassir Ahmed

Gregory Pitstick

Marty Resnick

Nicolas Vandeput

Jason Miller

Samir Saci

Prashant Gopalan

Diego Faria

Emily Rees

Helen Greiner