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Achilles acquires Cm3 to extend supplier and contractor risk intelligence into APAC

EcoVadis supplier-risk report exposes AI data-readiness gap

FourKites and ABI Research find AI risk adoption remains limited in supply chains

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

EU Joins Pax Silica to Reduce Dependence on Chinese AI Supply Chains

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

Spectee closes a ¥1.8 billion round for AI-based supply-chain and crisis intelligence

Linesight warns of tightening supplier capacity for critical US construction equipment

China Tightens Indium Export Scrutiny as AI Infrastructure Demand Grows

Sourceability warns of longer semiconductor lead times and price pressure

Kinaxis launches Tariff Response for rapid scenario modeling

Unusual Machines partners with Altana for supply-chain intelligence

FORTNA reaches recapitalization agreement to strengthen financial foundation

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

US chooses negotiations over immediate aircraft tariffs

South Korea discusses accelerated semiconductor capacity investment with Samsung and SK Hynix

Ocean-shipping disruption persists despite the US–Iran ceasefire

EcoVadis publishes reliability framework for supplier carbon data

project44 launches Tariff Analytics on its agentic Decision Intelligence platform

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

SAP launches AI-centric Supply Chain Orchestration

Solstice to acquire Element Solutions in $14.5B AI supply-chain materials deal

Iraq Plans Syrian Export Route to Diversify Beyond the Strait of Hormuz

o9 expands tariff scenario planning and supplier collaboration capabilities

Dell supply shortages show AI demand is still stressing hardware operations

Altana acquires Cervo AI to automate customs-entry preparation

NVIDIA chip scarcity drives black-market price escalation in China

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

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

AI-driven memory shortages push Apple toward product price increases

Enterprise Account Executive, Supply Chain Risk Management

Founding GTM / Growth Opportunity at Centrum AI (Supply Chain Intelligence Platform)

Senior Manager, Business Resilience

Global Process Owner — Sales and Operations Planning

Therapy Supply Chain Manager

Senior Service Parts Forecasting Manager

Director — Supply Chain Procurement Advisory, Genpact

Manager, Strategic Supply Chain

Supply Chain AI Lead (Procurement)

Consultancy — Supply Chain AI Specialist

Market & Supplier Intelligence Specialist

Material Planning Specialist — AI & Automation Focus

Material Planning Analyst

Supply Chain Strategist and Inventory Champion

Supply Chain AI Lead (SCM)

Customs Brokerage Specialist, ACT Destination Operations

Senior Global Supply Manager, Amazon Cloud Logistics

Buyer Jr., General Purchasing

Category Manager, Packaging, Global Procurement Operations

Product Manager, Data Platform & AI Platform

Connected Planning Model Builder

Demand & Inventory Planner – Food Import & Trading

Lead Project Control

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

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

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

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

SECURITY: Holiday-period cargo theft risk rises as freight remains parked

RISK: IMO Begins Coordinated Passage for Ships Stranded in the Gulf

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

RISK: Middle East disruption drives port congestion and container shortages in India

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

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

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

SECURITY: Delayed disclosure of logistics-IT compromise exposes control-tower dependency risk

ALERT: Freight bankruptcies and warehouse closures raise capacity and continuity risk

RISK: Tighter Chinese Indium Checks Could Constrain AI Hardware Supply Chains

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

REGULATION: NIST Proposes Integrated Security, Privacy and Supply-Chain Risk Plans

REGULATION: EU governments seek greater control over cybersecurity Supply Chain rules

EVENT: INSA programme examines supply-chain and third-party resilience

EVENT: AI addresses hidden costs in component sourcing

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk

RISK: Slow S&OP Decisions Can Create a Hidden Financial Latency Tax

RISK: Third-Party ICT Dependence Deepens Despite Stronger Supply Chain Controls

WARNING: Supply-chain AI needs governance beyond automation

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

EVENT: Manufacturers review supply-chain resilience strategies

RISK: Autonomous supply-chain workflows can bypass the approval architecture

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

RISK: Spreadsheet-Based S&OP Can Produce Conflicting Plans and Unowned Logic

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

AEO creates a new visibility risk for supply chains

Sourcing agents are becoming supplier-risk intelligence layers

Hormuz Disruption Leaves $125 Billion of Ships and Cargo Stranded

AI’s role in building more sustainable supply chains

Muddassir Ahmed says procurement roles are shifting toward data, strategy, technology and risk

US Manufacturers Front-Load Orders While Factory Employment Falls

AI Infrastructure Is Exposing the Limits of Tier-One Supply Visibility

Outgrowing the classical safety-stock formula

Agent washing creates a governance risk in supply-chain planning

APIs Enable Supply Chain Automation—but Also Create Ownership Risk

Digital Subscription Sprawl Is Becoming a Governance Risk

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

Shakil Ahmed Chowdhury argues that AI will shift Procurement and Supply Chain work from execution to judgment

Resilience Planning Requires More Than Crisis Awareness

AI Skills Are Not Enough If Decision Ownership Is Unclear

Model Literacy Matters Only When Planning Decisions Are Governed

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

Why cumulative and lag-one forecasts matter for inventory decisions

Where Supply Chain Automation Needs Human Control

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

Supply planning is becoming capital allocation with a service constraint

Controlled autonomy will define AI-enabled disruption management

Graph context can improve predictive analytics in supply-chain planning

Forecasts Predict Demand; Demand Plans Translate It Into Action

Modern Demand Planning Requires Model Selection, External Signals and Governance

Forecast vs. actual: why protocol design breaks clinical supply plans

APS and manufacturing execution are converging around the same constraint model

IBM study warns that AI dependency can reduce operational control

When AI gets supply-chain decisions wrong — and is sure that it is right

Mid-market planning vendors are converging on the same AI narrative—but not the same architecture

Run a One-Week Planning Master-Data Audit

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

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

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 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

Holistic AI

Credo AI

Centrum-AI

Xeneta

Certa

Kodiak Hub

IntegrityNext

Everstream Analytics

Interos

Prewave

Windward

Overhaul

IBM Supply Chain Intelligence

EcoVadis

Craft

Resilinc

OneTrust

Anthropic

Optilogic

Coupa Supply Chain Design & Planning

Kinaxis

Fiddler AI

AWS Supply Chain

Databricks Mosaic AI

IBM watsonx

xAI

Sunstice

REMIRA

StockIQ Technologies

Netstock

S&P Global Market Intelligence

KPMG Supply Chain

The Loadstar

Lloyd’s List

Journal of Commerce

Andreas Wieland

Richard Wilding

Rob Handfield

David Simchi-Levi

Yossi Sheffi

Chris Rogers

Tomer Gamlielle-Druyan

Shakil Ahmed Chowdhury

Marco Macchi

Jagjit Singh Srai

Emily Rees

Chris Caplice

Hau L. Lee