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Los Angeles and Shenzhen ports establish a cooperation framework

Infios adds AI agents for supply chain execution across orders, warehouses and transportation

GXO report examines efficiency, technology and sustainability in UK transport

Danone frames AI as a resilience layer for supply chains

Transportation leaders expect autonomous agents to reshape TMS operations

CEYAS secures funding to advance automated logistics-yard operations

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

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

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

Gatik raises $200M to scale driverless middle-mile freight

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

JINGDONG Logistics commits procurement power to zero-emission trucking

Manhattan Associates makes its AI Agent Workforce commercially available

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

Clear Robotics raises $1.75 million to scale AI-enabled autonomous vessels

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

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

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

Dell supply shortages show AI demand is still stressing hardware operations

Pigment upgrades AI Agents with live web context and source citations

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

Parfetts introduces agentic AI into supplier-data operations

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

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

SymphonyAI included in Forrester Retail Planning Platforms Landscape

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

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

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

E2open positions agentic AI as an embedded layer for connected supply chain management

Transportation Representative, GSF Singapore operations

Transportation Representative, Network Operations Center

Technical Support Specialist

AI Automation & Operations Intelligence Intern

Customs Brokerage Specialist, ACT Destination Operations

AI Portfolio Lead H/F

Sr Logistics Staff Manager

Technical Support Analyst

Director of Deliver Operations Planning

Senior Program Manager, Retail Business Services Brand Experience

AMZL Operations Excellence Manager

Senior Global Supply Manager, Amazon Cloud Logistics

Global Process Owner — Sales and Operations Planning

Supply Chain Purchase and Fulfilment Specialist II

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

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Supply Chain Planning Engineer

Supply Chain Planning Engineer

Interim Supply Chain Manager — Food Manufacturing

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

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

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

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

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

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

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

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

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

NOMINATION: Schneider National names Jim Filter CEO and Michael Baumgardt logistics leader

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

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

EVENT: Alpes Supply Chain receives “prix coup de cœur” at the Gala des Directeurs Supply Chain

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

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

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

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

DISRUPTION: Marks & Spencer Cyberattack Halts Online Orders and Disrupts Food Availability

WARNING: OEE Optimization Can Increase Queues and Manufacturing Lead Times

EVENT: RISC 2026 International Supply Chain Conference — 9 April 2026, Paris

Port partnerships need shared exception data to become operational

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

Agentic AI is turning logistics communication into an execution layer

Supply Chain Skills Are Becoming Decision Architecture Skills

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

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

From Execution Roles to Orchestration Roles in Supply Chain Operations

Model Literacy Matters Only When Planning Decisions Are Governed

Supply Chain agents need transaction proof, not conversational fluency

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

Technology Radar Programs Shift the Question From Trends to Decisions

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

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

Ramp-Up Planning Must Reconcile Capacity with Executable Supply

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

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

IBP is a management discipline before it is a technology project

IBM study warns that AI dependency can reduce operational control

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Inventory Reduction Is a Consequence, Not a Transformation Objective

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

AI is shifting power from information control to judgment in GCC organizations

AI Anxiety: When Continuous Tool Adoption Becomes a New Professional Fatigue

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

Composable Architecture as the Foundation for Scalable Supply Chain AI

How to validate an AI inventory use case before buying software

Build a Governed AI Control Tower for Logistics Questions

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

22 practical Data Science projects for Supply Chain teams

Trimble

DecisionBrain

sedApta

Aptean

Scandit

RetailNext

VusionGroup

Siemens Digital Industries Software

DeepSeek

Amazon Bedrock

AI21 Labs

Cohere

Google Gemini Enterprise

OpenAI

Anthropic

Writer

IBM watsonx

Mistral AI

Palantir

Databricks Mosaic AI

Arize AI

Afresh

Dialflo

Epicor

Oracle Supply Chain Management

Centrum-AI

REMIRA

C3 AI Supply Chain Suite

Dassault Systèmes DELMIA

Aera Technology

Georgia Tech Supply Chain & Logistics Institute

Logistics Management

FreightWaves

DC Velocity

ID Logistics

Kearney PERLab

Bluecrux

Gregory Pitstick

Pascal Van Hentenryck

Arnaud Morvan

Florent Tronquit

Zac Rogers

Alain Matar

Jean-François Nordmann

Yossi Sheffi

Vineet Khanna

Melonee Wise