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

Pigment upgrades AI Agents with live web context and source citations

SAP launches its Autonomous Enterprise and governed Business AI Platform

David Simchi-Levi examines how LLMs are reshaping manufacturing and Supply Chain decisions

Coupa acquires Rossum to automate document-intensive procurement workflows

SKU Science Adds Product Lifecycle Module for Phase-In and Phase-Out Forecasting

Haizol launches HaiBot, an agentic AI system for manufacturing sourcing

Schneider Electric advances software-defined automation at Automate 2026

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

Pigment expands Modeler Agent with application-history context to explain planning changes

SWARM Engineering raises $10 million for agrifood and manufacturing decision intelligence

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

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

Infios adds AI agents for supply chain execution across orders, warehouses and transportation

frePPLe updates its open-source APS platform with redesigned supply-path analysis

Aptean brings prebuilt planning agents to Logility DemandAI+

Coupa acquires Scoutbee to strengthen AI-powered supplier intelligence

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

Integration Consultant

Junior Implementation Consultant

QA Consultant / QA Automation Engineer — Supply Chain Technology

Internship — Global Supply Chain Planning

Senior Supply Chain Implementation Consultant

C++ Operations Research Developer

Business Consultant — Japanese and English Speaking

Lead Implementation Consultant — Advanced Planning and Scheduling

Business Processes Senior Consultant — Supply Chain Planning PP/DS

AI Developer

Senior Implementation Consultant

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

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

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

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

EVENT: How I vibe-coded my Advanced Planning System

EVENT: IBF AI Edge focuses on supply-chain planning and forecasting

EVENT: Tanguy Caillet joins Xeneta as Chief Revenue Officer

RISK: AI Rises to the Second-Highest Global Corporate Risk

RISK: Open Machine-Learning Models Create an Uncontrolled AI Supply Chain

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

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

Manufacturing agent adoption is moving faster than data readiness

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

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

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

DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT

DataLeo frames frugality as a practical Supply Chain transformation principle

AI’s role in building more sustainable supply chains

Master Data Is Not an IT Prerequisite—It Is a Planning Decision

Manufacturing AI should be prioritized by operational value and readiness

A structured roadmap can make the supply-chain AI journey measurable

Machine-learning forecasting with promotions, prices, sell-outs and inventory

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

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

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

Sourcing agents are becoming supplier-risk intelligence layers

AI Around Optimization: Better Inputs, Decisions and Learning Loops

AI Education Is Expanding Faster Than Supply Chain Governance

Single-View Visibility as a Supply Chain Decision Enabler

AI Skills Are Not Enough If Decision Ownership Is Unclear

Model Literacy Matters Only When Planning Decisions Are Governed

Maria Jesús Sáenz challenges four misconceptions slowing digital-twin adoption

Nicolas Vandeput on machine learning, inventory simulation and planner roles

Mapping the First Wave of Vibe-Coded Supply Chain Applications

Trust by default can remove the executive bottleneck from Supply Chain decisions

Ganacos Frames Inventory Optimization as a Continuous Decision Process Across ERP, WMS and Planning

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Human accountability remains central to self-driving S&OP

Modern Demand Planning Requires Model Selection, External Signals and Governance

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

AWS architecture moves multi-agent supply-chain AI from dashboards toward actions

22 practical Data Science projects for Supply Chain teams

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

Run a One-Week Planning Master-Data Audit

How to validate an AI inventory use case before buying software

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

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

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

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Craft

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Dassault Systèmes DELMIA

Pigment

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DeepSeek

Amazon Bedrock

Microsoft Azure AI Foundry

Aleph Alpha

AI21 Labs

Mistral AI

Google Gemini Enterprise

OpenAI

Anthropic

SKU Science

FuturMaster

C3 AI Supply Chain Suite

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Board

Workday Adaptive Planning

Haizol

Google DeepMind

MIT Data Science Lab

ETH Zurich

Eindhoven University of Technology

ARC Advisory Group

Jean-François Nordmann

Fei Tao

Arnaud Morvan

Cassie Kozyrkov

Pauline Coquinot

Diego Faria

Jagjit Singh Srai

Shakil Ahmed Chowdhury

Philip Ideson

Daniel Stanton