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Mecalux showcases Easy AI and warehouse AI agents at Retail Supply Chain & Logistics Expo 2026

Loadsmart expands logistics AI agents across dock, yard and warehouse workflows

Logistics Reply introduces an authority model for AI agents in warehouse execution

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

SAP presents its autonomous Supply Chain vision around AI agents and orchestration

Compri raises €3.2 million to expand autonomous procurement agents

Kinaxis and NVIDIA Explore Long-Running AI Agents for Continuous Supply Chain Planning

Pigment upgrades AI Agents with live web context and source citations

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

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

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

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

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

Aptean brings prebuilt planning agents to Logility DemandAI+

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

UNFI Insights adds AI Agents and Projected Orders

Aily Labs and AWS partner to scale decision-intelligence agents

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

Snowflake introduces Business Ontology to ground AI agents in approved enterprise definitions

Magentic raises $18M to expand procurement and supply-chain AI agents

MGI and Shanghai AI Laboratory launch agents that connect laboratory planning to physical execution

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

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

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

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

project44 expands AI agents across procurement, disruption response and carrier operations

Oracle embeds new AI agents across end-to-end supply chain operations

Rootstock Summer ’26 puts AI agents into active production pilots

project44 launches Autopilot as a no-code platform for supply-chain agents

FourKites introduces Outcome-as-a-Service to shift supply chain AI toward operational results

Co-Founder & CEO, AI Communication Agents for Freight & Logistics

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Lead Product Manager — Supply Chain AI

Supply Chain AI Program Expert - AGCO

APJ Senior Solutions Architect, Applied AI for Supply Chain

Director, Supply Chain Data & AI - BD (Becton, Dickinson and Company)

Senior Product Manager for Workflow Orchestration

Senior Product Manager, Supply Chain

Solution Sales Expert – Supply Chain Management

Senior Global Supply Manager, Amazon Cloud Logistics

e.l.f. Beauty recruits an AI Product Owner for Intelligent Operations

Digital Product Owner — M&S Accelerator

Senior Product Manager, Supply Chain

Supply Chain AI & Automation Analyst

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

Data Science Expert (Domain Models) – Data Labs

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Architect, Machine Learning (Principal Scientist)

Cloud AI Engineer, Gemini Enterprise

Product Manager, Modelling & Optimisation

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Senior Manager — AI & Self-Healing Engine, Last Mile Delivery

Lead Agentic AI Engineer

Principal Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Distinguished Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Supply Chain AI Lead (Procurement)

IT Lead, Customer Experience Engineering

EVENT: Descartes AI Exchange examines AI agents for fleet performance

EVENT: Automated Negotiating Agents Competition includes a supply-chain management league

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

WARNING: Specialized planning agents can multiply faster than their governance model

RISK: Long-Running Planning Agents Need Explicit Decision and Override Boundaries

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

REGULATION: AI Agents Create Overlapping EU Compliance Obligations

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

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

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

WARNING: Only a Minority of Enterprises Are Ready to Secure AI Agents

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

EVENT: Supply-chain AI accountability focuses on the agent log

EVENT: AI, from Investigation to Action

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

EVENT: Alain Matar to demonstrate a Claude-built IBP engine for GSCC

WARNING: Supply-chain AI needs governance beyond automation

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

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

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

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

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

RISK: AI autonomy can expand faster than human accountability

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

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

Workflow orchestration is the control plane for Supply Chain agents

Supply Chain agents need transaction proof, not conversational fluency

Multi-agent Supply Chains need coordination economics, not just specialised agents

AI agents should enrich forecasts only with information the model cannot see

Indonesia-focused view: AI agents are moving into real-time supply chain execution

Agentic logistics works only when agents can survive operational exceptions

SAP's cross-functional supply chain agents expose the economics of decision rights

Continuous-planning agents must remain connected to governed plans

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

Freight agents need commercial guardrails before execution authority

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

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

ISG examines where agents fit in supply chain planning

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

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

Long-Running AI Agents Change the Planning Operating Model

Supply Chain AI adoption is moving from visibility to controlled action

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

Five-agent S&OP simulation shows why local optimization can destroy enterprise value

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

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Future-proofing retail requires an intelligence foundation

What Agent Washing Means for Supply Chain Planning Governance

RELEX separates general agents from planning-specific agents

Procurement AI creates value before the decision reaches ERP

AI agents are reaching production faster than organizations are defining accountability

Shipment visibility is shifting toward agent-supported exception management

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

Hybrid AI agents automatically turn factory layouts into simulation models

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

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

Map the supply chain IT portfolio before adding another AI application

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

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

LlamaIndex

Automation Anywhere

Manhattan Associates

Databricks Mosaic AI

Amazon Bedrock

Microsoft Azure AI Foundry

Google Gemini Enterprise

Anthropic

KBRW

Colibri S&OP

Microsoft Dynamics 365 Supply Chain Management

Oracle Fusion Cloud SCM

AutoScheduler.AI

project44

DeepSeek

xAI

Cohere

Daybreak AI

Pactum

UiPath

LangChain

Keelvar

Writer

Meta Llama

Mistral AI

OpenAI

Arkieva

SAP

Fiddler AI

Credo AI

Opus Numeris

Arnaud Morvan

Damien Portmann

Prashant Gopalan

Alain Matar

Koen Wijnen