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EcoVadis publishes reliability framework for supplier carbon data

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

Parfetts introduces agentic AI into supplier-data operations

SK Telecom plans AI data-centre capacity of up to 15 GW

Stord opens live fulfillment data to AI workflows through MCP

Optilogic introduces Ada to compress supply chain network design from months to days

US Defense Logistics Agency applies Nicolas Vandeput’s demand-forecasting framework

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

Global Lighthouse Network reaches 238 factories

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

Blue Ridge launches AI-native planning platform built on Databricks

Primark selects Kallikor to simulate supply chain decisions before capital investment

Nvidia targets up to 2 GW of AI data-center capacity in Australia

SAP embeds agents into manufacturing and supply-chain workflows at Hannover Messe

Bain Capital agrees to acquire SupplyOn

Western Washington University moves JAGGAER procurement and contracts into production

Worldly gains recognition in Gartner sustainable-procurement market guide

Anthropic publishes an AI-native startup playbook for founders building with agents

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

Argentina's Galo AI turns WhatsApp orders into structured supply chain data

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

Inspectorio research finds retail supply-chain AI adoption accelerating

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

Coupa acquires Rossum to automate document-intensive procurement workflows

Lemvigh-Müller turns unstructured supplier documents into executable supply-chain data

Los Angeles and Shenzhen ports establish a cooperation framework

EU joins Pax Silica initiative for AI and chip supply-chain security

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

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

Senior Manager, Data Science - Network Optimization - Walmart

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

Data Architect, AI and Supply Chain Insights

AI Data Engineering Manager, GPSC Insights Engineering - General Motors

Global Supply Chain Business Operations Intern, Data & AI

Data Scientist — inventory optimisation and agentic AI

Transportation Representative, Network Operations Center

Senior Manager, Supply Network Planning

Experienced Analyst, R&D Master Data

AI and Data Analytics Intern

Director, Supply Chain Data & AI - BD (Becton, Dickinson and Company)

Principal Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Distinguished Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Manager — Supply Chain Network Capacity & Flow

Specialist, Supply Chain Management Data & Innovation

Transportation Representative, GSF Singapore operations

AI Automation & Operations Intelligence Intern

Data Scientist / Data Engineer for Supply Chain

Applied Scientist, Worldwide Grocery Stores - Data and Science

Consultant — AI & Data / SAP IBP Supply Planning

Implementation Consultant

o9 Functional Consultant

Internship — Global Supply Chain Planning

Head of AI & Advanced Apps

Senior Integration Consultant

AI Architect — AI and Data, Industries

Interim Kinaxis RapidResponse / Maestro Planner

Principal Engineer — Supply Chain Planning

Material Planning Specialist — AI & Automation Focus

EVENT: INDL-9 examines the human data-work layer behind AI supply chains

EVENT: Trade Compliance Tech examines AI across ERP, classification and export-control workflows

OUTAGE: Anaplan CloudWorks integrations disrupted across multiple regions

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

WARNING: Global risk monitor flags customs-data and port-clearance exposure

EVENT: SAP examines the data foundation required for agentic AI

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

RISK: AI-Generated Electronic Part Data Can Introduce Sourcing and Compliance Errors

Replay Available: Building an Agentic AI Supply Chain Decision Engine with Claude Code

DISRUPTION: Motive and Highway restore ELD data access after integration dispute

EVENT: Konekti wins the 2026 European Supply Chain Start-up Contest

EVENT: IBF workshop tests AI proof of value for forecasting and demand planning

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

REGULATION: CBP begins immediate voiding of inaccurate importer-of-record numbers

NOMINATION: Aebi Schmidt appoints Georg Mohr Chief Supply Chain

NOMINATION: TrueCommerce appoints Anthony Gallo Chief Product Officer

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

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

EVENT: MIT SCALE webinar tests what AI can and cannot fix in planning

AI-enabled supply-chain tools are widening the cyberattack surface

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

WARNING: Planning-system product ownership can mask a parameter-ownership gap

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

SHORTAGE: HUG moves its drug shortage platform to real-time updates

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

SECURITY: CISA Defines Minimum AI Bill-of-Materials Requirements

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

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

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

EVENT: How I vibe-coded my Advanced Planning System

Unified data does not create value unless it improves a cross-functional decision

AI planning projects often fail upstream: the real problem may be master data or workflow

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

Supply-chain AI value depends more on workflow redesign than autonomy claims

Supply-chain AI depends on governed data foundations

Federated Learning targets the data-sharing barrier in digital Supply Networks

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

4flow shows how AI agents could enable continuous strategic supply-chain network planning

Food and beverage AI adoption is outrunning governed enterprise access

Schneider Electric’s lighthouse network shifts industrial AI from isolated pilots to operating-system design

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

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

Retail supply-chain AI is advancing faster than data and process unification

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

AI-native ERP will test whether SMEs can maintain one operational truth

Chinese companies are diversifying suppliers while increasing AI investment

GenAI lowers the automation threshold, but error economics determine what should be automated

Agent clusters will raise new orchestration questions for supply chains

AI’s role in building more sustainable supply chains

Procurement AI is advancing faster than multi-tier supplier evidence

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

Lighthouse factories must prove transferability, not only local performance

Sponsored insight: How AI is reshaping supply chain decision-making

AI is changing Supply Chain skills from functional expertise to decision engineering

Defence logistics resilience is a decision network, not contractor scale

Agentic logistics works only when agents can survive operational exceptions

The real bottleneck in Supply Chain AI is talent, not technology

Human accountability remains central to self-driving S&OP

The AI-skilled supply-chain talent gap requires role redesign, not hiring alone

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

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

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

Run a One-Week Planning Master-Data Audit

Build a governed Claude Managed Agent for Supply Chain workflows

Map the supply chain IT portfolio before adding another AI application

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

How to validate an AI inventory use case before buying software

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

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

How to choose supply chain software when every vendor has an AI story

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Build a Governed AI Control Tower for Logistics Questions

FedEx Dataworks

Workday Adaptive Planning

Databricks

Snowflake

Alation

Dataiku

Databricks Mosaic AI

OneTrust

Monte Carlo

Immuta

dbt Labs

Atlan

Centrum-AI

Starburst

Crisp

Amazon Web Services

DataRobot

project44

LlamaIndex

MaintainX

Braincube

Hitachi Digital

Cognite

Levelpath

Writer

VusionGroup

Komugi

SAP Ariba

Siemens Digital Industries Software

Oracle Supply Chain Management

NTT DATA Supply Chain Consulting

DataLeo

Opus Numeris

Deloitte Supply Chain

EY Supply Chain

Bluecrux

Forrester

FedEx Supply Chain

Oliver Wight

Capgemini Supply Chain

Accenture Supply Chain

Kearney PERLab

ISM

INSEAD Technology and Operations Management

Georgia Tech Supply Chain & Logistics Institute

Digital Supply Chain Institute

Cranfield Centre for Logistics and Supply Chain Management

Cambridge Institute for Manufacturing

KPMG Supply Chain

CEVA Logistics

Institute of Business Forecasting and Planning

Bain Operations

BCG Supply Chain

Bertrand Maltaverne

Nicolas Vandeput

Chris Rogers

Maria Jesús Sáenz

Mark Sawaya

Gregory Pitstick

Jagjit Singh Srai

David Simchi-Levi

Jean-François Nordmann

Fei Tao

Samir Saci

Jay Lee

Florent Tronquit

Sandia Ghernati

Arnaud Morvan

Thomas H. Davenport

Stefan de Kok

Pauline Coquinot

Louis Collignon

Martijn Lofvers

Thomas Barciet

Alain Matar

Bob Parker

Pierre Mitchell

Cathy Roberson

Bart De Muynck

Cassie Kozyrkov

Pierre Pélissier

Amélie Destefanis

Lisa Anderson