Search the radar

ADB Digital Strategy Prioritizes Data Governance and Responsible AI Across Asia-Pacific

FedEx plans tariff refunds with priority for data-sharing shippers

Canadian Solar gains traceability certification for ingot and cell production

EcoVadis publishes reliability framework for supplier carbon data

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

nVision Global introduces nSure AI for transportation financial intelligence

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

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

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

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

Exiger releases defense-industrial-base supply-chain AI report

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

NVIDIA-backed factory upgrade expands AI-component manufacturing in Texas

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

Manhattan Associates unveils agentic AI across Manhattan Active solutions

Kinaxis and NVIDIA Explore Long-Running AI Agents for Continuous Supply Chain Planning

SAP Labs India selects enterprise-AI and industrial-intelligence startups for its 2026 studio

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

Kinaxis brings NVIDIA AI acceleration into Maestro for large-scale planning optimization

CISCE showcases industrial AI across advanced-manufacturing value chains

Infor Nexus launches NexTrace for AI-assisted end-to-end traceability

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

Worldly gains recognition in Gartner sustainable-procurement market guide

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

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

Danone frames AI as a resilience layer for supply chains

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

Schneider Electric advances software-defined automation at Automate 2026

project44 launches an AI agent for freight sourcing and carrier negotiations

Hexagon releases VGSTUDIO MAX 2026.2 for multi-part CT inspection

Data and Controls Engineer

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

Experienced Analyst, R&D Master Data

Global Supply Chain Business Operations Intern, Data & AI

Product Manager, Data Platform & AI Platform

Specialist, Supply Chain Management Data & Innovation

JJT TPO ERP Master Data Manager

Material Planning Specialist — AI & Automation Focus

Data & BI Junior Project Manager Intern — Softgoods R&D

AI and Data Analytics Intern

Data Science Analyst

Supply Chain Purchase and Fulfilment Specialist II

Supply Chain AI and Data Science Lead

Material Planning Analyst

Site Materials Manager

Material Planning Specialist

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Specialist — Spend Analytics

AI Portfolio Lead H/F

Solution Sales Expert – Supply Chain Management

Solutions Architect — AI & Procurement

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

Manager, Global Supply Chain Services Digital and Data Analytics

Logistics Engineer – Electric Power

Associate Procurement Professional

New Unit Master Scheduler

Connected Planning Model Builder

Integration Consultant

Data Scientist / Data Engineer for Supply Chain

QA Consultant / QA Automation Engineer — Supply Chain Technology

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

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

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

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

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

RESOURCE: Historical replay — AI and data management in supply chains (25 March 2026 roundtable)

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

EVENT: SAP examines the data foundation required for agentic AI

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

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

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

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

REGULATION: AI Agents Create Overlapping EU Compliance Obligations

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

WARNING: CISA Issues AI Data-Security Guidance Across the Full Lifecycle

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

EVENT: RoboCup 2026 closes in Incheon as South Korea links robotics talent to manufacturing AI

REGULATION: USMCA review opens a new period of sourcing uncertainty

EVENT: Responsible Supply Chain Conference London 2026

WARNING: Specialized planning agents can multiply faster than their governance model

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

EVENT: Supply Chain Thought Leaders Roundtable examines AI and systemic resilience

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

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

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

EVENT: BSR examines operational implications of the EU Forced Labour Regulation

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

EVENT: Inspectorio focuses Atlanta roundtable on moving Supply Chain AI from vision to execution

Komugi Frames Workload-Capacity Audits as the Foundation of Industrial Planning Transformation

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

Supply Chain Data Will Never Be Perfect—Decision Logic Must Account for It

Lora Cecere warns against the AI spin cycle in supply chain planning

DataLeo evaluates agentic planning as an acceleration layer, not a replacement for planning structure

Maria Jesús Sáenz challenges four misconceptions slowing digital-twin adoption

DataLeo’s project portfolio illustrates the changing role of independent Supply Chain transformation advisors

DataLeo frames frugality as a practical Supply Chain transformation principle

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Plan-for-every-part succeeds only when every parameter has an owner

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

Sourcing agents are becoming supplier-risk intelligence layers

Supply Chain Skills Are Becoming Decision Architecture Skills

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

Lisa Anderson examines how tariffs, AI and reshoring are reshaping US industrial manufacturing

Maria Jesús Sáenz identifies the dynamic capabilities required for digital Supply Chain transformation

Experiential Knowledge Is the Missing Layer in AI-Enabled Supply Chain Planning

Ganacos Links Demand Planning Performance to Data Quality, Cross-Functional Ownership and Scenario Governance

Inventory Reduction Is a Consequence, Not a Transformation Objective

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

Designing a Governed Middle Layer Between ERP and Decision Apps

APIs Enable Supply Chain Automation—but Also Create Ownership Risk

Digital Subscription Sprawl Is Becoming a Governance Risk

AI Infrastructure Opportunities May Matter More Than End Applications

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

AI readiness is a planning-process question before it is a model question

Komugi Uses a Three-Month Test Model to Reduce Risk in Industrial Planning Adoption

Supply planning is becoming capital allocation with a service constraint

ERP Transformation Does Not Need to Delay Flow-Based Planning

22 practical Data Science projects for Supply Chain teams

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

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

Map the supply chain IT portfolio before adding another AI application

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

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

How to Validate an AI Demand Forecast Before Planners Use It

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

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

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

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

Vekia

Dassault Systèmes DELMIA

Databricks Mosaic AI

Siemens Digital Industries Software

QAD

Epicor

Centrum-AI

Kodiak Hub

Manhattan Associates

Jedox

Enmovil

IFS Cloud

Workday Adaptive Planning

Siemens

Graphite Connect

Certa

IntegrityNext

Windward

Xeneta

Aleph Alpha

Cohere

Mistral AI

OpenAI

Sunstice

C3 AI Supply Chain Suite

River Logic

Microsoft Dynamics 365 Supply Chain Management

Board

Anaplan

Pigment

Opus Numeris

Eindhoven University of Technology

ETH Zurich

DataLeo

BEOM Consulting

FreightWaves

Cambridge Institute for Manufacturing

ARC Advisory Group

NTT DATA Supply Chain Consulting

Georgia Tech Supply Chain & Logistics Institute

S&P Global Market Intelligence

ISM

CIPS

Bluecrux

Kenco Group

Capgemini Supply Chain

Kearney PERLab

Maria Jesús Sáenz

Nicolas Vandeput

Sandia Ghernati

Jay Lee

Diego Faria

Fei Tao

Pierre Pélissier

Brian Kilcourse

Bob Parker

Bertrand Maltaverne

Pauline Coquinot

Thomas Barciet

Prashant Gopalan

Chris Rogers

Amélie Destefanis

Jagjit Singh Srai

Thierry Lucas

Quentin Maillet

Jean-François Nordmann

Samir Saci

Jean-Philippe Guillaume

Martijn Lofvers

Marco Macchi

Pieter Abbeel

Arnaud Morvan

Jean-Luc Rognon

George Cooper

Thomas H. Davenport

Tanguy Caillet

Mark Sawaya