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ARC India Forum frames industrial AI as production-grade operations

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

Celonis expands process intelligence and AI solution suites for supply-chain operations

XMPro links agentic AI to bounded autonomy in industrial operations

DeepFabric launches an AI-agent platform for end-to-end Supply Chain operations

KBRW showcases AI agents for large-scale supply chain operations at Sagard NewGen AGM

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

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

Danone frames AI as a resilience layer for supply chains

4flow recognized in 2026 Gartner assessment for Supply Chain strategy, planning and operations consulting

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

Maria Jesús Sáenz receives Operations Management Research’s Best Paper Award

DENSO transforms global supply-chain operations with Oracle Fusion and embedded AI

project44 expands AI agents across procurement, disruption response and carrier operations

ASOS expands Celonis process intelligence to optimize supply-chain operations

project44 launches Decision Intelligence for automated supply-chain operations

Zebra showcases intelligent automation for manufacturing and warehouse operations

Motive launches AI-powered Maintenance

Pelico brings AI-powered manufacturing orchestration to Farnborough

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

Colombina standardizes ERP and IBP operations before activating AI agents

Dell supply shortages show AI demand is still stressing hardware operations

Parfetts introduces agentic AI into supplier-data operations

AVI-SPL and Volvo Launch Autonomous Freight Operations Between Dallas and Houston

CEYAS secures funding to advance automated logistics-yard operations

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

Oracle embeds new AI agents across end-to-end supply chain operations

Transportation leaders expect autonomous agents to reshape TMS operations

Aramco Digital and Avathon expand industrial AI partnership

IFS reports 25% ARR growth as industrial AI moves into operational workflows

Operations Manager

Manufacturing Manager II, Robotics Manufacturing Technical Operations

Transportation Representative, GSF Singapore operations

Transportation Representative, Network Operations Center

C++ Operations Research Developer

Global Supply Chain Business Operations Intern, Data & AI

AI Automation & Operations Intelligence Intern

Manager of Deliver Operations Planning

Senior Software Developer — Operations Research

Operation Lead, Amazon Now

Manager, Distribution

Director of Deliver Operations Planning

Customs Brokerage Specialist, ACT Destination Operations

Senior Program Manager, Retail Business Services Brand Experience

Product Consultant — Operations Research

DevOps Architect

AMZL Operations Excellence Manager

Responsable Supply Chain H/F — Transition Mission

Director, Inventory Optimization and Operations Planning

Category Manager, Packaging, Global Procurement Operations

Sr Logistics Staff Manager

Sales & Operations Planning Specialist

Category Manager — Manufacturing

Senior Global Supply Manager, Amazon Cloud Logistics

Global Process Owner — Sales and Operations Planning

Technical Support Specialist

Supply Chain & Operations Manager / Senior Manager — Business Consulting

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

AI Portfolio Lead H/F

Service Program Manager, Supply Chain and Maintenance Planning, Labs

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

EVENT: Supply Chain Analytics Institute Annual Conference

EVENT: Global Supply Chain Management conference runs in Niagara Falls

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

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

NOMINATION: Michael Dumais joins the CMC board

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

EVENT: Amine BENMESBAH attends Gartner Supply Chain Symposium/Xpo 2026 in Barcelona

SECURITY: Port of Los Angeles reports 120 million cyberattack attempts in August

RISK: Mundra empty-container rule change triggers depot operators’ suspension threat

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

NOMINATION: Starbucks appoints Andrew Corner SVP Supply Chain Operations

DISRUPTION: Typhoon Saudel hits Zhejiang as East China ports suspend operations

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

WARNING: German port labor vote opens conditional path to indefinite strike

NOMINATION: Suntory Global Spirits names Manuel Cabañas Chief Supply Chain Officer

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

EVENT: FreightWaves closes nominations for its Supply Chain AI awards

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

EVENT: RoboCup 2026 closes in Incheon as South Korea links robotics talent to manufacturing AI

WARNING: French court rulings show AI tools can be suspended when worker consultation is skipped

ALERT: Freight bankruptcies and warehouse closures raise capacity and continuity risk

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

WARNING: OEE Optimization Can Increase Queues and Manufacturing Lead Times

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

EVENT: AI Agents in Supply Chain — From Use Cases to Operational Adoption

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

RISK: AI agents should not run supply chains without physical context and human oversight

SECURITY: NIST Draft Reframes Cybersecurity for AI Systems and AI-Enabled Threats

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

AI agents for inventory control: human, LLM and operations-research complementarity

Agentic operations must govern actions outside ERP

Inclusive operations can improve cost, quality and team performance at the same time

Zebra’s physical AI reframes Supply Chain AI around sensors, workers and execution

From Execution Roles to Orchestration Roles in Supply Chain Operations

Industrial AI scaling depends on interoperable operating architecture

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

Responsible and functional sales and operations planning

The real AI advantage in fulfillment is decision quality

Supply Chain agents need transaction proof, not conversational fluency

Flowr: agentic AI for large-scale retail supply-chain operations

Ganacos White Paper Frames S&OP as an Integrated Decision Process Across Supply, Finance and Operations

Supplier risk visibility is not enough without downstream impact translation

Supply Chain Skills Are Becoming Decision Architecture Skills

Small-warehouse AI must pass an exception-economics test

Energy-aware scheduling research makes production trade-offs measurable

Warehouse operators want AI, but adoption remains stuck at 11%

Aerospace manufacturing orchestration must connect blockers to recovery decisions

Port partnerships need shared exception data to become operational

Purpose without delegated authority cannot sustain Supply Chain transformation

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

Capacity planning software should be selected by constraint fidelity, not vendor ranking

A 2027 AOP is only executable if S&OP can translate it into monthly operating decisions

OMP shows why master-data accuracy is not enough for APS trust

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

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

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

Forecasts Predict Demand; Demand Plans Translate It Into Action

IBP is a management discipline before it is a technology project

Agentic AI is turning logistics communication into an execution layer

How to validate an AI inventory use case before buying software

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

Build a Governed AI Control Tower for Logistics Questions

22 practical Data Science projects for Supply Chain teams

Cogsy

sedApta

Scandit

RetailNext

VusionGroup

DecisionBrain

MaintainX

HighByte

AVEVA

Argon & Co

Trimble

Falkonry

Tulip

Cognite

Honeywell

Schneider Electric

Zebra Technologies

Samsara

Siemens Digital Industries Software

DataRobot

Arize AI

Afresh

Dialflo

Streamline

Seeq

Palantir

GE Vernova

Bosch

Körber Supply Chain

Epicor

INSEAD Technology and Operations Management

Kearney Operations

Bain Operations

PwC Operations

McKinsey Operations

Eindhoven University of Technology

ASCM

KPMG Supply Chain

Deloitte Supply Chain

Georgia Tech Supply Chain & Logistics Institute

ARC Advisory Group

Cognizant

Genpact Supply Chain

ETH Zurich

Cranfield Centre for Logistics and Supply Chain Management

Cambridge Institute for Manufacturing

Modern Materials Handling

Logistics Management

FreightWaves

Forrester

DC Velocity

Capgemini Supply Chain

EY Supply Chain

Accenture Supply Chain

BCG Supply Chain

DataLeo

Bluecrux

Opus Numeris

CSCMP

ID Logistics

Gregory Pitstick

Paula Rosenblum

Simon Jacobson

Jan Burian

Tomer Gamlielle-Druyan

Jan C. Fransoo

Anne Robinson

Mark Sawaya

Brian Kilcourse

Pascal Van Hentenryck

Vanessa Clemendot

Nada Sanders

Rami Goldratt

Florent Tronquit

Phil Neuffer

Hau L. Lee

Diego Faria

Muddassir Ahmed

Jean-Philippe Guillaume

Andy Gray

Sucharita Kodali

Zac Rogers

Marco Prüglmeier

Brittain Ladd

Vineet Khanna

Arnaud Morvan

Sarah Barnes-Humphrey

Yossi Sheffi

Jean-François Nordmann

Thomas Barciet