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Interos introduces iflow to connect supply-chain risk signals with mitigation workflows

FedEx Freight combines spare LTL capacity with automated pricing after separation

JINGDONG Logistics commits procurement power to zero-emission trucking

MIT and Mecalux advance AI-powered warehouse slotting optimisation

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

MIT and Mecalux develop GENESIS for multi-warehouse inventory decisions

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

Walmart and Symbotic expand warehouse automation agreement across 25 U.S. distribution centers

Primark selects Kallikor to simulate supply chain decisions before capital investment

FourKites introduces Outcome-as-a-Service to shift supply chain AI toward operational results

Dematic opens a nearly $50 million integrated automation validation centre

Mecalux showcases Easy AI and warehouse AI agents at Retail Supply Chain & Logistics Expo 2026

Viome and Solvoyo bring AI-driven decision automation to supply chain planning

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

Ayekart turns WhatsApp voice notes into structured supply chain data for rural India

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

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

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

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

Argentina-founded Moova expands its AI-driven logistics software ecosystem

Sphera connects external supply chain risk signals to operational decisions with new AI capabilities

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

Applied Scientist, Supply Chain Optimization Technologies (SCOT) - Specialized Selection

Machine Learning Engineer - Global Sourcing & Supply Management (GSSM) Solutions

Factory Planner — NVIDIA (JR2021699)

Global Supply Manager

Operations Manager

Head of Demand Planning & S&OP - Rohlik Group

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

Architect, Machine Learning (Principal Scientist)

Applied Scientist, Execution Planning Science & Engineering, Amazon (10562813)

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Supply Chain AI Program Expert - AGCO

Senior Platform Engineer – Integration Suite – Integration Cell

Material Planning Specialist — AI & Automation Focus

Associate Customer Supply Chain Strategy Manager

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Applied Scientist, Worldwide Grocery Stores - Data and Science

Senior Demand & Supply Planner - Anduril Industries

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

Materials Requirement Senior Supervisor

NOMINATION: Mediacom appoints Glenn Goldsmith SVP of Procurement and Supply Chain in newly created role

NOMINATION: McLane promotes Chris Smith to Executive Vice President and Chief Operating Officer

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 SCALE webinar tests what AI can and cannot fix in planning

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

EVENT: Bayer to detail global planning rebuild and AI roadmap with OMP at Gartner Summit

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

NOMINATION: PPG appoints Anthony DeGram vice president, global supply chain, separating procurement and supply chain leadership

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

NOMINATION: Oatey appoints George Clowtis SVP, Global Sourcing & Logistics

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

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

Toyota Automated Logistics appoints Matt Kuper as inaugural Chief Operating Officer, Americas

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

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

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

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

Supply Chain agents need transaction proof, not conversational fluency

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

AI investment outpaces data readiness: the GS1 US Supply Chain Readiness Gap study

Exotec: one in four supply chain leaders regret their warehouse automation decision

McKinsey: agentic AI in sourcing stalls at pilots because decision workflows stay unchanged

Gartner: AI-driven supply chain headcount cuts put the next generation of planning judgment at risk

Procurement's AI skills gap: decision capability matters more than tool fluency

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

Transportation leadership: why AI cannot orchestrate a network it cannot see

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

FedEx Network 2.0: integrating Express and Ground shifts the decision trade-offs to local operations

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

Medical device supply chains: When more safety stock is the right resilience decision

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

SAP's cross-functional supply chain agents expose the economics of decision rights

Energy-aware scheduling research makes production trade-offs measurable

DC rebalancing is a network decision, not a stock-transfer recommendation

Map the supply chain IT portfolio before adding another AI application

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

How to Compare Forecast Models Before Selecting One in AWS Supply Chain

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

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

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

Build a Governed AI Control Tower for Logistics Questions

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

Smart Software

Mitsubishi Electric

LangChain

Miebach

First Insight

EDITED

Fabrikatör

Cogsy

Inventoro

Intuendi

Demand Driven Technologies

B2Wise

Imperia

Firstshift

Celonis

DataRobot

Dataiku

Aible

LeanDNA

Blue Ridge

Avercast

Demand Solutions

AGR

Katana

CyberPlan

JITbase

DecisionBrain

Dialflo

Horizon Solutions

AutoScheduler.AI

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

George Cooper

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