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ToolsGroup launches Decion for AI-powered self-steering supply chains

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

B2Wise launches CommWise.ai for extensible AI planning workflows

Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

Vibe-Coded Supply Chain Apps Move From Experiment to Governance Challenge

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

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

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

GAINS reports record growth driven by its AI-driven supply chain platform

ToolsGroup combines demand planning and pricing for inventory-aware demand shaping

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

UNFI Insights adds AI Agents and Projected Orders

ASML capacity plan highlights the physical bottleneck behind AI demand

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

AskLora Launches Agentic AI Benchmarking for Supply Chain Excellence

Coupa launches Compose and Catalyst to accelerate agentic AI delivery

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

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

River Logic and TenglerConsulting partner on value-chain optimization in Europe

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

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

Netstock launches AI Pack for SMB supply chain visibility and inventory decisions

Autone raises $17 million to scale AI-powered retail inventory planning

project44 adds AI data-quality agents and optimization capabilities to Movement

Amart Furniture replaces legacy planning with RELEX

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

SKU Science keeps lightweight demand planning relevant for SMB and e-commerce teams

SKU Science Showcases Forecasting and Inventory Features at Global Industrie 2025

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Supply Chain Purchase and Fulfilment Specialist II

Open Application — Supply Chain Consultant / Project Manager

Senior Specialist, Supply Chain Automation and Demand Planning

Internship — Supply Chain Planning Digitalisation

Open Application — Supply Chain Software Developer

Manager, Global Supply Chain Services Digital and Data Analytics

SAP IBP Supply Chain Planning Consultant – S&OP/S&OE

Supply Chain Data Analyst

Head of AI & Advanced Apps

Factory Planner — NVIDIA (JR2021699)

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

Senior Platform Engineer – Integration Suite – Integration Cell

Senior Demand & Supply Planner - Anduril Industries

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

Head of Demand Planning & S&OP - Rohlik Group

Interim S&OP Consultant — London

Manufacturing Master Scheduler

Associate Procurement Professional

WARNING: French court rulings show AI tools can be suspended when worker consultation is skipped

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

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

RISK: AI agents should not run supply chains without physical context and human oversight

SECURITY: Malicious VS Code Extensions Expose Developer and AI Tool Supply Chains

SECURITY: NIST Calls for Action-Based Controls Around AI-Agent Tools

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

WARNING: NIST Identifies Security Risks From AI Tools in Software Development

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

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

EVENT: CII programme covers AI-driven intelligent supply-chain management

EVENT: Alpes Supply Chain receives “prix coup de cœur” at the Gala des Directeurs Supply Chain

EVENT: Alain Matar to demonstrate a Claude-built IBP engine for GSCC

EVENT: Arnaud Morvan leads Alpes Supply Chain session on AI in supply chain

EVENT: MyExobrain returns to Supply Chain Event 2025 to showcase AI decision agents

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

RESOURCE: Historical replay — agentic AI in forecasting and planning (4 February 2026 roundtable)

EVENT: DEF CON training brings AI provenance into software Supply Chain security

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

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

WARNING: AI-Agent Tool Access Creates an Undocumented Security Perimeter

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

EVENT: How I vibe-coded my Advanced Planning System

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

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

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

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

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

Industrial AI programmes should count changed decisions, not participating companies

Food and beverage AI adoption is outrunning governed enterprise access

AI Infrastructure Opportunities May Matter More Than End Applications

Why Forecast Accuracy Matters More Than AI Labels

AI Agent Projects Fail When Teams Confuse Tools with Architecture

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

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

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

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

AI agents are reaching production faster than organizations are defining accountability

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

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

Single-View Visibility as a Supply Chain Decision Enabler

AI Adoption Discussions Are Shifting From Hype to Operational Evidence

Supply chain AI in 2026: the numbers behind the hype

From BI to S&OP and DDMRP: revisiting a 2019 Voxlog interview with Supplaï's Gilles Alais

The AI-empowered supply-chain leader

Self-steering supply chains are arriving before companies have defined who owns the decision

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

AI Anxiety: When Continuous Tool Adoption Becomes a New Professional Fatigue

AI is shifting power from information control to judgment in GCC organizations

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

Composable Architecture as the Foundation for Scalable Supply Chain AI

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

Mapping the First Wave of Vibe-Coded Supply Chain Applications

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

Map the supply chain IT portfolio before adding another AI application

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

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

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

ToolsGroup

Arize AI

MyExobrain

Microsoft Dynamics 365 Supply Chain Management

Landing AI

OpenAI

LangChain

Microsoft Azure AI Foundry

Weights & Biases

Pigment

Manhattan Associates

Anthropic

SAP

Avercast

DeepSeek

Meta Llama

Google Gemini Enterprise

Sunstice

BEOM Consulting

DataLeo

Bluecrux

Alain Matar

Martijn Lofvers

Jean-François Nordmann