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Coupa and Celonis combine process intelligence with autonomous spend management

Suplari launches Data Assistant for procurement data management

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

Coupa acquires Rossum to automate document-intensive procurement workflows

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

Redwood argues Supply Chain AI must move beyond automation

Agiloft makes Astra contract AI generally available for procurement teams

Sunstice and Kbrw connect planning and execution through an agentic decision loop

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

Infios introduces Archer for supply chain execution assistance

Blue Yonder adds agentic AI to retail inventory, replenishment and returns

Dynamics 365 ecosystem verticalizes AI-assisted procurement for the seed industry

RELEX reports that AI is moving into core supply-chain decisions

XMPro links agentic AI to bounded autonomy in industrial operations

Change Coordinator

Change Manager — o9 MEU, IBP

Interim Supply Chain Manager — Food Manufacturing

Specialist, Supply Chain Management Data & Innovation

Category Manager — Manufacturing

Global Supply Manager

Operations Manager

Configuration Analyst — Supply Chain

Senior Planner — KSA

Quality Engineer

Network Deployment Refresh Planner I

Global Process Owner — Sales and Operations Planning

Supply Chain Planning Engineer

FAILURE: IBP change programs can deploy software faster than decision rights

EVENT: Descartes AI Exchange examines AI agents for fleet performance

EVENT: Supply-chain orchestration connects planning and execution

EVENT: Smart Warehousing and Logistics Automation conference takes place in Melbourne

SECURITY: GitHub Actions Supply-Chain Compromise Exposes CI/CD Secrets

SECURITY: Bitsight warns AI is compressing the third-party and supply-chain attack timeline

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

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

EVENT: MIT completes advanced AI-driven Supply Chain training for operational leaders

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

IBP change management is part of the architecture—not the rollout plan

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Supply-chain technology ROI falls short when strategy and governance are missing

Post-automation logistics must turn exceptions into system changes

AI-powered supply chains require work redesign, not only automation

Component resilience decisions belong before production release

AI skills demand is reshaping the supply-chain operating model

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

Metrology is becoming a production-control layer

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

Agentic AI is turning logistics communication into an execution layer

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

Inventory Reduction Is a Consequence, Not a Transformation Objective

Initial versus current requested delivery dates in demand planning

Vendor AI agents introduce a new Supply Chain third-party risk layer

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

Supply-chain regulation creates value only when evidence changes purchasing authority

Human accountability remains central to self-driving S&OP

Predictive logistics needs external signals, not only ERP history

Contract AI must connect clauses to supplier and operating risk

Demand planning, supply planning and customer service may converge into one customer-facing role

Operational Teams Should Own Supply Chain Transformation

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

The real bottleneck in Supply Chain AI is talent, not technology

Maria Villablanca argues that leadership and organizational conditions explain why most transformations fail

AI-driven resilience depends on better decisions, not faster automation alone

The AI-empowered supply-chain leader still owns the decision

AI’s role in building more sustainable supply chains

Carrefour on ChatGPT shifts commerce readiness toward product data and fulfillment integration

Plan-for-every-part succeeds only when every parameter has an owner

How to validate an AI inventory use case before buying software

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

Informatica

Epicor

Board International

REMIRA

QAD

Siemens Digital Industries Software

Körber Supply Chain

Coupa Supply Chain Design & Planning

ThroughPut AI

Aera Technology

Infor Supply Chain Planning

Anaplan

SAP

Plex

Rockwell Automation

FedEx Supply Chain

Bleckmann

Thoucentric

Gregory Pitstick

Chinmay Bhatt

Maria Villablanca

Adrian Gonzalez

Bertrand Maltaverne

Thomas Barciet

Melonee Wise

Diego Faria

Prashant Gopalan

Thomas H. Davenport

Yossi Sheffi

Vincent Cotte

Zac Rogers