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Descartes adds an Agent Control Plane for governed cross-company logistics workflows

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

Vendor customer story: Garrett Motion connects global supply chain planning with o9

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

Willow raises $7 million to govern enterprise access for autonomous AI agents

Gartner forecasts agentic AI spending in Supply Chain software will reach $53 billion by 2030

Schneider Electric advances software-defined automation at Automate 2026

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Sereact and Arvato expand AI robotic picking across three fulfilment sites

ARC India Forum frames industrial AI as production-grade operations

NAVER D2SF invests in AIM Intelligence as AI security becomes operational infrastructure

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

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

B2Wise launches CommWise.ai for extensible AI planning workflows

Suplari launches Data Assistant for procurement data management

Coupa acquires Tonkean to expand agentic intake and procurement orchestration

RELEX demonstrates agentic AI for unified retail and supply-chain planning

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

EAIGLE secures growth funding for AI-native gate and yard automation

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

Anthropic’s Founder’s Playbook Signals the Rise of AI-Native Operating Models — And Supply Chains Should Pay Attention

Associate Director — Planning System Lead

Connected Planning Model Builder

Technical Product Owner — Plan

Supply Chain Project Engineer

Algorithm Engineer Graduate — TikTok Shop Global E-Commerce, Supply Chain and Logistics

Senior Product Manager for Workflow Orchestration

SECURITY: NIST Draft Reframes Cybersecurity for AI Systems and AI-Enabled Threats

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

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

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

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

WARNING: AI-Enabled Vulnerability Discovery Is Breaking the Traditional Patch Cycle

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

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

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

SECURITY: NIST Flags New Threats From Autonomous AI-Agent Access

EVENT: How I vibe-coded my Advanced Planning System

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

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

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

WARNING: Only 21% of Enterprises Report Visibility Into Their AI Agents

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

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

REGULATION: EU AI Act enforcement and Article 50 transparency duties begin

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

RISK: Manufacturing Remains the Leading Ransomware Target

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

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

SECURITY: AI-Accelerated Attacks Exploit Basic Enterprise Security Gaps

Disunified agents can create conflicting Supply Chain decisions across ERP, WMS and logistics systems

Supplier-risk regulation will fragment without executable procurement controls

Multi-agent supply chains need a control plane before they need more agents

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

AI agents for inventory control: human, LLM and operations-research complementarity

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

Agent-to-agent supply chains need controls at the company boundary, not only inside each agent

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

Multi-agent supply-chain AI may require satisficing rather than local optimization

Why Planners Trust Excel More Than Planning Systems

Controlled autonomy will define AI-enabled disruption management

Workflow orchestration is the control plane for Supply Chain agents

AI warehouse optimisation is moving above the equipment-control layer

The planning product owner is the missing bridge between roadmap and decision governance

BARC survey shows a wide gap between agentic-AI potential and current planning impact

Metrology is becoming a production-control layer

Agentic AI in logistics requires process orchestration and control

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

Industrial AI scaling depends on interoperable operating architecture

Six AI developments reshaping supply-chain software

Why Closed-Loop Control Matters in Modern Supply Chain Planning

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Malaysia warehouse AI is shifting from robotics-first to decision-layer deployment

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

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

Agentic AI economics require value ownership beyond token-cost tracking

Predictive inventory risk needs an operational fallback and a financial loss owner

Jean-Philippe Poisson maps the AI strategies reshaping consulting delivery models

Why Aerospace Planning Still Depends on Excel—and What Should Replace It

The AI-driven Supply Chain will need fewer planners—but stronger planning architects

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

Build a Governed AI Control Tower for Logistics Questions

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Mitsubishi Electric

Yokogawa

Rockwell Automation

Mujin

KNAPP

xAI

Aera Technology

SAP

Credo AI

Workday Adaptive Planning

Jedox

Anthropic

o9 Solutions

Informatica

Aptean

Amazon Bedrock

Aleph Alpha

Google Gemini Enterprise

MyExobrain

Starburst

Holistic AI

Confluent

Pickle Robot

TGW Logistics

Vanderlande

Siemens Digital Industries Software

KBRW

ThroughPut AI

VusionGroup

Scandit

BEOM Consulting

Raffaello D’Andrea

Prashant Gopalan

Thierry Lucas

Alain Matar

Fei Tao

Thomas Barciet

Gregory Pitstick

Nicolas Vandeput