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FedEx Freight combines spare LTL capacity with automated pricing after separation

JINGDONG Logistics commits procurement power to zero-emission trucking

SAP acquires Prior Labs and commits more than €1 billion to tabular foundation models

South Korean groups commit $195 billion to AI, robotics and advanced manufacturing

Toyota commits $3.6 billion to double its San Antonio manufacturing campus

Amazon commits another $13B to India AI and cloud infrastructure

FourKites and ABI Research find AI risk adoption remains limited in supply chains

Dematic opens a nearly $50 million integrated automation validation centre

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

Altana acquires Cervo AI to automate customs-entry preparation

Manufacturers seek tariff exemptions where domestic supply is unavailable

Inspectorio research finds retail supply-chain AI adoption accelerating

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

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

o9 frames Responsible AI as enterprise readiness for agentic planning

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

Komugi Uses SIANE 2025 to Promote Outsourced PIC and MRP Planning for Industrial SMEs

Dell supply shortages show AI demand is still stressing hardware operations

Havoc and Rune integrate autonomy with logistics planning

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

Rootstock Summer ’26 puts AI agents into active production pilots

SAP pushes AI-enabled order orchestration toward a decision layer

FICG links Johor manufacturing with Singapore sourcing and innovation through a JS-SEZ strategy

China–Malaysia forum positions AI as an operating layer for logistics, customs and compliance

Alipay’s reported AI-pay volume turns agentic commerce into an inventory and fulfillment issue

AI hardware demand redraws Asian air-cargo routes toward Malaysia, Vietnam and Singapore

Robotics associations establish a permanent international automation-policy framework

Haizol launches HaiBot, an agentic AI system for manufacturing sourcing

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

Global Supply Manager

Operations Manager

Senior Platform Engineer – Integration Suite – Integration Cell

Material Planning Specialist — AI & Automation Focus

Associate Customer Supply Chain Strategy Manager

External Manufacturing Supply Chain Manager

Senior Solution Sales Executive, SCM for Discrete and Manufacturing

Data Scientist / Data Engineer for Supply Chain

Supply Chain AI Lead (Procurement)

Director — Supply Chain Procurement Advisory, Genpact

Supply Chain Planner and Buyer

Manager, Strategic Supply Chain

Material Planning Analyst

Buyer Jr., General Purchasing

Associate Procurement Professional

Production Intern

Enterprise Account Executive, Supply Chain Risk Management

Materials Requirement Senior Supervisor

Supply Chain Planning Engineer

AVS Instock Specialist

Network Deployment Refresh Planner I

Supply Chain Purchase and Fulfilment Specialist II

Supply Chain & Manufacturing AI Specialist

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

Finance Business Manager — Supply Chain

Senior Supply Chain Consultant — SaaS Implementation

Change Coordinator

Supply Chain Planning Engineer

EVENT: MIT CTL AI-driven Supply Chain programme opens

EVENT: Advanced Manufacturing Summit runs July 9–11

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: MIT completes advanced AI-driven Supply Chain training for operational leaders

EVENT: MIT session moves supply-chain AI discussion from analytics to agentic decision-making

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

EVENT: CARISCA Supply Chain summit opens in Accra

EVENT: Procurement & Sourcing Summit puts AI-driven sourcing and resilience at the center

EVENT: Inventory and Warehousing Summit takes place in Delhi

NOMINATION: Mitchell Arends begins as Hershey Chief Supply Chain Officer

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

EVENT: Supply Chain LIVE London Summit puts AI and resilience on the operating agenda

EVENT: Gartner Supply Chain Planning Summit 2026 announced for London

EVENT: MACHINA Physical AI Summit opens in Paris

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

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

WARNING: Only a Minority of Enterprises Are Ready to Secure AI Agents

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

NOMINATION: Debbie Murray appointed President and CEO of Canada’s National Maritime Group

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

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

WARNING: “One data model” does not guarantee one governed planning truth

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

WARNING: Supply Chain AI Talent Demand Jumps 387%, Widening the Execution Gap

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

SECURITY: NIST Calls for Action-Based Controls Around AI-Agent Tools

REGULATION: EU General-Purpose AI Obligations Begin Applying

REGULATION: EU AI Act Literacy and Prohibited-Practice Rules Enter Into Application

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

Amazon moves demand forecasting from specialized models toward a reusable forecasting foundation model

Agentic logistics requires explicit limits for negotiation and disruption response

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

How AI-Native Demand Forecasting Limits Peak Season Weather Disruptions

o9 and NVIDIA show why solve time limits AI planning value

Falling freight volumes and rising spend expose the limits of single-signal transportation planning

AI Infrastructure Is Exposing the Limits of Tier-One Supply Visibility

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

Freight agents need commercial guardrails before execution authority

Supply Chain agents need transaction proof, not conversational fluency

Long-term semiconductor agreements shift risk upstream to yield and qualification

Aerospace manufacturing orchestration must connect blockers to recovery decisions

Planning AI needs explainability at the decision boundary

Order management should expose supply truth, not protect customer promises

Procurement go-lives are authority migrations, not software launch dates

OR-Transformer tests real-time AI replenishment at 1,024-item scale

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

Cleo research links investor confidence to supply chain execution

Reversibility as a rule for AI decision rights

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

Aerospace AI must be constrained by production-rate reality

Predictive logistics needs external signals, not only ERP history

Enterprise AI architecture must preserve business meaning across systems

AI sustainability is becoming a physical Supply Chain constraint

Forecast accuracy is an input, not the Supply Chain decision

AI-infrastructure growth is becoming an industrial-material planning problem

Power-planning software is becoming part of industrial Supply Chain architecture

Shared port capacity can determine whether green-industry plans are feasible

Cargo fleet growth is a network-allocation decision

Physical AI’s bottleneck is operational recovery, not demonstration intelligence

Build an AI-assisted demand forecast in IBM Planning Analytics

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

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

Build a Governed AI Control Tower for Logistics Questions

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

Mitsubishi Electric

Flowlity

IFS Cloud

E2open

ToolsGroup

Coupa Supply Chain Design & Planning

Blue Yonder

SAP

Fiix

MaintainX

Landing AI

Instrumental

Braincube

HighByte

AVEVA

AspenTech

Hitachi Digital

Litmus Automation

Falkonry

Augury

C3 AI

Cognite

Dassault Systèmes

GE Vernova

Bosch

ABB

Honeywell

Fox Robotics

Brightpick

Fabric

MIT Center for Transportation & Logistics

MIT Data Science Lab

ISM

INSEAD Technology and Operations Management

GS1

Georgia Tech Supply Chain & Logistics Institute

Digital Supply Chain Institute

CSCMP

Cranfield Centre for Logistics and Supply Chain Management

CIPS

Cambridge Institute for Manufacturing

AWESOME

ASCM

ALICE

Logistics Management

KPMG Supply Chain

Forrester

DC Velocity

ARC Advisory Group

Kenco Group

FM Logistic

FedEx Supply Chain

EyeOn

Institute of Business Forecasting and Planning

Cognizant

Genpact Supply Chain

Capgemini Supply Chain

Kearney Operations

EY Supply Chain

Deloitte Supply Chain

Pierre Mitchell

Joannes Vermorel

Diego Faria

Louis Collignon

Alain Matar

Jan Burian

Henrik Christensen

Helen Greiner

Elouise Epstein

Bart De Muynck

Andreas Wieland

Jan C. Fransoo

Jonathon Karelse

Bram Desmet

Conor E. Doherty

Adde Jans

Ken Chadwick

Bob Ferrari

Chakri Gottemukkala

Anne Robinson

John Sicard

Florent Tronquit

Florian Saucias

Fabrice Bonneau

Amélie Destefanis

Pauline Coquinot

Benoît Elie

Jonathan Jackman

Damien Portmann

Arnaud Morvan