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Lemvigh-Müller turns unstructured supplier documents into executable supply-chain data

Coupa acquires Rossum to automate document-intensive procurement workflows

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

C.H. Robinson extends Lean AI agents to ocean freight, air cargo and customs brokerage

Agiloft makes Astra contract AI generally available for procurement teams

DeepFabric launches an AI-agent platform for end-to-end Supply Chain operations

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

Altana acquires Cervo AI to automate customs-entry preparation

Renfro expands AI workflows for supplier compliance and traceability

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

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

o9 frames Responsible AI as enterprise readiness for agentic planning

Argentina's Galo AI turns WhatsApp orders into structured supply chain data

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

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

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

Siemens Cre8Ventures adds ComposabilityPro as governance partner for its Digital Twin Marketplace

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

FourKites launches agentic ocean-freight booking from carrier selection to exceptions

SAP prepares a new Integrated Business Planning sneak preview for June 22

FedEx plans tariff refunds with priority for data-sharing shippers

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Demand Planning & AI Solutions Specialist

Applied Scientist, Supply Chain Optimization Technologies (SCOT) - Specialized Selection

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

Connected Planning Model Builder

Customs Brokerage Specialist, ACT Destination Operations

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

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

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

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

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

REGULATION: EU General-Purpose AI Obligations Begin Applying

REGULATION: NIST Begins Trustworthy-AI Profile for Critical Infrastructure

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

REGULATION: US order expands defense-supplier risk assessment and domestic sourcing obligations

NOMINATION: TrueCommerce appoints Anthony Gallo Chief Product Officer

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

DISRUPTION: Iraq Builds Alternative Energy Export Route After Gulf Shipping Shock

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

REGULATION: CBP changes CAPE declaration handling for bonded-warehouse entries

PepsiCo documents AI-driven pricing and promotion optimization at scale

Procurement AI is advancing faster than multi-tier supplier evidence

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

AI Infrastructure Opportunities May Matter More Than End Applications

What Agent Washing Means for Supply Chain Planning Governance

GenAI Productivity Gains Depend on Workforce Readiness and Operating-Model Change

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

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

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

AI Around Optimization: Better Inputs, Decisions and Learning Loops

AI Skills Are Not Enough If Decision Ownership Is Unclear

AI Adoption Discussions Are Shifting From Hype to Operational Evidence

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

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

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Technology-readiness governance must test operational evidence, not documentation completeness

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

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

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

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

Mapping the First Wave of Vibe-Coded Supply Chain Applications

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

Planners + Agents: Why Supply Chain Planning Needs Human Judgment and Governed AI Agents

IBM study warns that AI dependency can reduce operational control

Vendor “agentic AI” claims now need an agent inventory, not another capability map

The End of the PowerPoint Consultant? How AI Is Rewiring the Future of Supply Chain Consulting

Cold-Chain Expansion Makes Telemetry and Exception Governance More Critical

Komugi Links Month-End Forecast Reliability to Material Availability, Capacity and Workforce Flexibility

Small-warehouse AI must pass an exception-economics test

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

How to Validate an AI Demand Forecast Before Planners Use It

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

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

Map the supply chain IT portfolio before adding another AI application

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

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

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

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

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

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

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