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

Parfetts introduces agentic AI into supplier-data operations

OneStop and Clear.ai connect real-time container data to AI-powered freight operations

EcoVadis supplier-risk report exposes AI data-readiness gap

Blue Ridge launches AI-native planning platform built on Databricks

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

Pentagon considers $5B Fluidstack loan to strengthen AI data-center supply chains

CISCE highlights AI-driven innovation across global agri-food supply chains

Suplari launches Data Assistant for procurement data management

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

General Mills ties AI and Supply Chain redesign to a $3 billion savings programme

Stord opens live fulfillment data to AI workflows through MCP

nVision Global introduces nSure AI for transportation financial intelligence

AI data-centre demand pushes memory-chip costs into consumer product pricing

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

Vertiv opens Malaysian manufacturing facility for AI and high-density infrastructure

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

Snowflake introduces Business Ontology to ground AI agents in approved enterprise definitions

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

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

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

TraceLink launches Track & Trace Lakehouse to connect serialized supply chain events with compliance decisions

Primark selects Kallikor to simulate supply chain decisions before capital investment

Nvidia and Palantir package operational AI for supply-chain decision loops

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

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

Kao introduces Kao-MIKOMIL AI agent to support demand planning

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

d-Matrix adopts Nvidia NVLink Fusion for inference-focused AI servers

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

AI Data Engineering Manager, GPSC Insights Engineering - General Motors

Data Architect, AI and Supply Chain Insights

Global Supply Chain Business Operations Intern, Data & AI

Product Manager, Data Platform & AI Platform

TPO, IMT Supply Chain Plan Data Assets

Data Scientist — inventory optimisation and agentic AI

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

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

Principal Development Architect, SAP Business Data Cloud

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

Supply Chain Purchase and Fulfilment Specialist II

Senior Analyst, Data & Insights

Data Science Expert (Domain Models) – Data Labs

Supply Chain Data Analyst

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Solution Sales Expert – Supply Chain Management

JJT TPO ERP Master Data Manager

Data and Controls Engineer

Senior NPI Sourcing and Supply Chain Program Manager, AWS Power & Cooling

Specialist Supply Chain Analyst — Forecasting & Supply Planning, Data & AI

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

Experienced Analyst, R&D Master Data

Specialist, Supply Chain Management Data & Innovation

Manager, Global Supply Chain Services Digital and Data Analytics

Principal Data and Applied Science, SCM Autonomous Suite

Data & AI Consultant — Autonomous Supply Chain

Data Scientist / Data Engineer for Supply Chain

QA Consultant / QA Automation Engineer — Supply Chain Technology

Supply Chain AI Program Expert - AGCO

Data Science Analyst

EVENT: TDWI, SAP and Databricks examine real-time context for production Supply Chain AI

EVENT: Alteryx examines the data foundation for AI supply-chain planning

EVENT: SAP examines the data foundation required for agentic AI

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

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

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

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

SECURITY: Klue Supply-Chain Compromise Leads to CRM Data Exfiltration

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

EVENT: Supply Chain session examines AI and BI security as pilots move toward production

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

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

EVENT: Supply Chain USA 2026 opens in Chicago

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

NOMINATION: Würth Industry USA names Mauricio Morales Chief Supply Chain Officer, effective January 2027

NOMINATION: Aebi Schmidt appoints Georg Mohr Chief Supply Chain

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

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

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

EVENT: Reuters Supply Chain USA 2026 — Day Two

EVENT: Tanguy Caillet joins Xeneta as Chief Revenue Officer

EVENT: Supply Chain AI Symposium takes place in Chicago

EVENT: Stimson event examines global-trade enforcement through traceability

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

EVENT: American Bar Association examines AI procurement, IP and Supply Chain risk

EVENT: CARISCA Supply Chain summit opens in Accra

Enterprise AI architecture must preserve business meaning across systems

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

AI is becoming an operating layer across planning, procurement and logistics

Food and beverage AI adoption is outrunning governed enterprise access

Procurement AI is advancing faster than multi-tier supplier evidence

Planning-stack ownership is becoming a Supply Chain role

AI agents should enrich forecasts only with information the model cannot see

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

Forecasting becomes more accessible with AI, but data still makes the difference

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

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

Blue Yonder frames AI-enabled planning around volatility, shortages and data overload

AI-built planning applications collapse development time, not planning complexity

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

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

AI adoption fails when it is not tied to a Supply Chain vision

Edge AI requires lifecycle control, not only real-time inference

Chinese companies are diversifying suppliers while increasing AI investment

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

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

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

Netstock data shows AI use rising without corresponding outcome improvement

Fragmented Supply Chain systems remain a hidden constraint on decision automation

False exception alerts expose a fragile handoff in Supply Chain AI

Sekilo shows why vertical AI supply chains may outperform generic marketplaces

22 practical Data Science projects for Supply Chain teams

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

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

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

Map the supply chain IT portfolio before adding another AI application

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

How to Validate an AI Demand Forecast Before Planners Use It

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

How to validate an AI inventory use case before buying software

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

Run a One-Week Planning Master-Data Audit

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

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

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Dataiku

Databricks

LlamaIndex

Scandit

OneTrust

Monte Carlo

Immuta

Collibra

BigID

Amazon Web Services

RetailNext

Snowflake

DataRobot

Braincube

EDITED

Crisp

SymphonyAI

Starburst

IBM

Google

Fiddler AI

Bluecore

Alation

Aible

DecisionBrain

Denodo

Haizol

VusionGroup

Microsoft

LangChain

NTT DATA Supply Chain Consulting

DataLeo

EY Supply Chain

Cognizant

Opus Numeris

BEOM Consulting

Deloitte Supply Chain

IDC Supply Chain

Capgemini Supply Chain

Accenture Supply Chain

NC State Supply Chain Resource Cooperative

MIT Data Science Lab

Georgia Tech Supply Chain & Logistics Institute

Digital Supply Chain Institute

Cranfield Centre for Logistics and Supply Chain Management

KPMG Supply Chain

Bain Operations

BCG Supply Chain

GS1

Thoucentric

FreightWaves

Forrester

Bluecrux

MIT Center for Transportation & Logistics

INSEAD Technology and Operations Management

Nippon Express

Kuehne+Nagel

Hellmann Worldwide Logistics

Expeditors

DSV

Chris Rogers

Nicolas Vandeput

Alain Matar

Nikki Baird

Jagjit Singh Srai

Tanguy Caillet

Maria Jesús Sáenz

Jean-François Nordmann

Jay Lee

Florent Tronquit

Thomas H. Davenport

Chakri Gottemukkala

Arnaud Morvan

Samir Saci

Jason Miller

Cassie Kozyrkov

Quentin Maillet

Martijn Lofvers

Vincent Cotte

Thomas Barciet

Mark Sawaya

Prashant Gopalan

Chinmay Bhatt

Gregory Pitstick

Brian Kilcourse

Marco Macchi

Bertrand Maltaverne

Bart De Muynck

Andreas Wieland

Jan C. Fransoo