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SymphonyAI brings agentic AI into core retail merchandising decisions

C3 AI frames tariff resilience as an enterprise AI supply chain use case

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Gartner’s 2026 Supply Chain Top 25 puts autonomous workforces and AI orchestration at the center

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

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

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

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

KBRW showcases AI agents for large-scale supply chain operations at Sagard NewGen AGM

Danone frames AI as a resilience layer for supply chains

RELEX introduces agentic AI for supply planning diagnostics

Accenture invests in Aera Technology to fuel AI-enabled supply chains

o9 frames Responsible AI as enterprise readiness for agentic planning

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

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

E2open positions agentic AI as an embedded layer for connected supply chain management

Infor expands Industry AI with more than 100 agents and Agentic Orchestrator enhancements

Blue Yonder frames multi-enterprise visibility and agentic AI as a resilience layer

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

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Manhattan Associates makes its AI Agent Workforce commercially available

OMP introduces UnisonIQ as an agentic AI layer for supply chain decision-making

Enmovil raises $6 million to scale AI supply chain planning and visibility

AIMMS enters new growth phase after acquisition by GRO

Daybreak raises $15 million as supply chain planning enters the AI agent era

Pigment upgrades AI Agents with live web context and source citations

DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Vekia reinforces automatic replenishment as a concrete AI planning use case for retail

AI Portfolio Lead H/F

Consultancy — Supply Chain AI Specialist

AI Architect — AI and Data, Industries

Associate Solution Architect — Retail

AI Developer

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

AI Supply Chain Consultant

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

Responsable Supply Chain H/F — Transition Mission

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

Customer Success Manager — Supply Chain SaaS

Account Director — Supply Chain

Development Business Analyst — M3 Supply Chain Planning

Demand Planning & AI Solutions Specialist

Lead Product Manager — Supply Chain AI

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

AI Automation & Operations Intelligence Intern

Managing Consultant — Supply Chain, AI-Driven Procurement Advisory

Lead Agentic AI Engineer

Customer Success Business Partner — Supply Chain Planning / SCM

Customer Value Director — Supply Chain Design & Planning

Business Processes Senior Consultant — Supply Chain Planning PP/DS

Supply Chain Consultant

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

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

Configuration Analyst — Supply Chain

Supply Chain AI Lead — SCM

Supply Chain AI Lead — Procurement

Supply Chain AI and Data Science Lead

Senior Supply Chain Consultant — SaaS Implementation

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

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

FAILURE: Uniform Governance May Cause AI-Agent Deployments to Fail

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

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

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

EVENT: Tanguy Caillet joins Xeneta as Chief Revenue Officer

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

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

EVENT: RISC 2026 International Supply Chain Conference — 9 April 2026, Paris

EVENT: Kinexions 2026 Opens the Conversation on AI-Native Supply Chain Planning

EVENT: Amine BENMESBAH attends Gartner Supply Chain Symposium/Xpo 2026 in Barcelona

WARNING: AI alone cannot run inventory planning without human decision controls

WARNING: Agentic AI supply chain software spend is projected to surge, raising governance pressure

ATTACK: AI-Assisted Cloud Intrusion Reaches Administrator Access in Eight Minutes

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

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

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

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

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

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

SECURITY: Klue Supply-Chain Compromise Leads to CRM Data Exfiltration

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

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

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

WARNING: Supply Chain AI Talent Demand Jumps 387%, Widening the Execution Gap

EVENT: AI Agents in Supply Chain — From Use Cases to Operational Adoption

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

AI Infrastructure Opportunities May Matter More Than End Applications

AI Education Is Expanding Faster Than Supply Chain Governance

What Agent Washing Means for Supply Chain Planning Governance

Why Forecast Accuracy Matters More Than AI Labels

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Kinaxis and the “SaaS-pocalypse” test: why supply chain software may be different

Lora Cecere warns against the AI spin cycle in supply chain planning

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

AI Agents Need More Than Intelligence: Why Feedback Loops Will Define the Future of Supply Chain Decision-Making

AI Adoption Discussions Are Shifting From Hype to Operational Evidence

Single-View Visibility as a Supply Chain Decision Enabler

AI Skills Are Not Enough If Decision Ownership Is Unclear

The Real Question Behind Supply Chain AI Agents: Who Owns the Decision?

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

Ankur Gupta argues supply chain needs world models, not just agents

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

The Future Supply Chain Professional: From Functional Manager to Decision Orchestrator

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

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

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

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

Supply Chain Skills Are Becoming Decision Architecture Skills

Composable Architecture as the Foundation for Scalable Supply Chain AI

Mapping the First Wave of Vibe-Coded Supply Chain Applications

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

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

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

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

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

Build an AI-assisted demand forecast in IBM Planning Analytics

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

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

How to validate an AI inventory use case before buying software

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

22 practical Data Science projects for Supply Chain teams

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

Run a One-Week Planning Master-Data Audit

Oracle Supply Chain Management

Centrum-AI

MyExobrain

AWS Supply Chain

Google Cloud Supply Chain

IBM Supply Chain Intelligence

Databricks Mosaic AI

Microsoft Azure AI Foundry

xAI

AI21 Labs

Mistral AI

OpenAI

Daybreak AI

GAINS

C3 AI Supply Chain Suite

ThroughPut AI

SymphonyAI Retail CPG

Infor Supply Chain Planning

Microsoft Dynamics 365 Supply Chain Management

AIMMS

Coupa Supply Chain Design & Planning

Workday Adaptive Planning

Jedox

Epicor

QAD

Siemens Digital Industries Software

Xeneta

Aptean

FedEx Dataworks

GreyOrange

NC State Supply Chain Resource Cooperative

Georgia Tech Supply Chain & Logistics Institute

Digital Supply Chain Institute

Cranfield Centre for Logistics and Supply Chain Management

Supply Chain Dive

KPMG Supply Chain

Genpact Supply Chain

Capgemini Supply Chain

EY Supply Chain

Deloitte Supply Chain

Accenture Supply Chain

Bain Operations

BCG Supply Chain

IDC Supply Chain

Gartner Supply Chain

NTT DATA Supply Chain Consulting

MIT Center for Transportation & Logistics

MHI

INSEAD Technology and Operations Management

CSCMP

AWESOME

ASCM

ALICE

The Loadstar

Logistics Management

Forrester

ABI Research

Penske Logistics

Nippon Express

Kuehne+Nagel

Brittain Ladd

Tanguy Caillet

Eugene Demaitre

Preeti Jain

Quentin Maillet

Elisabeth Braw

Wolfgang Lehmacher

Peter Sand

Lars Jensen

Chris Rogers

Bart De Muynck

Thomas H. Davenport

Pascal Van Hentenryck

Cassie Kozyrkov

Matthew Spooner

Andreas Wieland

Jan C. Fransoo

Bram Desmet

Vanessa Clemendot

Conor E. Doherty

Steve Banker

Ken Chadwick

Dwight Klappich

Marty Resnick

Bob Ferrari

Tom Raftery

Chakri Gottemukkala

Nada Sanders

Anne Robinson

John Sicard