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

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

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

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

Infor expands industry-specific AI agents for operational workflows

Blue Yonder launches new AI agents and a Supply Chain Knowledge Graph at ICON 2025

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

Aily Labs and AWS partner to scale decision-intelligence agents

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

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

Aptean brings prebuilt planning agents to Logility DemandAI+

Coupa launches new AI agents for sourcing, collaboration and orchestration

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

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

UNFI Insights adds AI Agents and Projected Orders

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

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

Kinaxis launches Maestro Agents for embedded supply-chain decision support

RELEX expands AI-powered manufacturing planning from IBP to execution

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

Epicor Prism becomes generally available across Latin America

New review maps five practical AI-adoption patterns in Supply Chains

Board launches supply-chain and merchandising agents for continuous planning

Oracle introduces AI agents to transform supply-chain workflows

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

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

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

APJ Senior Solutions Architect, Applied AI for Supply Chain

Lead Product Manager — Supply Chain AI

Senior Product Manager, Supply Chain

Senior Product Manager, Supply Chain

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

Solution Sales Expert – Supply Chain Management

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Cloud AI Engineer, Gemini Enterprise

Data Science Expert (Domain Models) – Data Labs

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

Supply Chain AI & Automation Analyst

Senior Product Manager for Workflow Orchestration

Lead Agentic AI Engineer

Senior Global Supply Manager, Amazon Cloud Logistics

Product Manager, Modelling & Optimisation

Digital Product Owner — M&S Accelerator

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

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

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

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

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

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

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

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

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

REGULATION: AI Agents Create Overlapping EU Compliance Obligations

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

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

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

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

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

EVENT: CII programme covers AI-driven intelligent supply-chain management

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

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

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

Kinexions EMEA 2026 to focus on agentic AI and operational orchestration

EVENT: MIT session moves supply-chain AI discussion from analytics to agentic decision-making

EVENT: FMI Supply Chain Forum asks retailers to prepare for AI-enabled execution

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

Workflow orchestration is the control plane for Supply Chain agents

Supply Chain agents need transaction proof, not conversational fluency

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

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

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

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

Arnaud Morvan and Damien Portmann map practical Supply Chain use cases for AI agents

Freight agents need commercial guardrails before execution authority

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

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

Continuous-planning agents must remain connected to governed plans

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

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

Agentic logistics works only when agents can survive operational exceptions

What Agent Washing Means for Supply Chain Planning Governance

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

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

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Future-proofing retail requires an intelligence foundation

Procurement AI creates value before the decision reaches ERP

AI agents are reaching production faster than organizations are defining accountability

Long-Running AI Agents Change the Planning Operating Model

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

DataLeo evaluates agentic planning as an acceleration layer, not a replacement for planning structure

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

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

Agentic AI economics require value ownership beyond token-cost tracking

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

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

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

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 Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

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

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

Map the supply chain IT portfolio before adding another AI application

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

LlamaIndex

Automation Anywhere

Databricks Mosaic AI

Microsoft Azure AI Foundry

Microsoft Dynamics 365 Supply Chain Management

Fiddler AI

Credo AI

Arize AI

AutoScheduler.AI

xAI

Daybreak AI

Oracle Supply Chain Management

LangChain

Mistral AI

OpenAI

Manhattan Associates

Amazon Bedrock

Google Gemini Enterprise

Anthropic

KBRW

Colibri S&OP

Oracle Fusion Cloud SCM

ketteQ

Xeneta

DeepSeek

Cohere

OneTrust

Microsoft

Immuta

Collibra

Opus Numeris

Arnaud Morvan

Alain Matar

Damien Portmann

Prashant Gopalan

Koen Wijnen