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o9 frames Responsible AI as enterprise readiness for agentic planning

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

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

RELEX introduces agentic AI for supply planning diagnostics

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

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

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

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

Compri raises €3.2 million to expand autonomous procurement agents

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

Anaplan expands AI-driven enterprise planning with Custom Analyst and Agent Studio

Coupa introduces Navi Agent Studio for autonomous procurement and supply chain tasks

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

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

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

Board and Microsoft bring agentic AI into enterprise planning

SymphonyAI brings agentic AI into core retail merchandising decisions

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

Chain launches AI agent for carrier negotiation and freight booking

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

Descartes adds an Agent Control Plane for governed cross-company logistics workflows

RELEX publishes 2026 evidence review on agentic AI in Supply Chain planning

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

Pigment expands Modeler Agent with application-history context to explain planning changes

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

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

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

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Head of AI & Advanced Apps

Director — Supply Chain Procurement Advisory, Genpact

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

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

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

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

RISK: Boards Lack Governance Models for Agentic Decision Rights

EVENT: SAP examines the data foundation required for agentic AI

WARNING: Supply-chain AI needs governance beyond automation

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

EVENT: Supply Chain orchestration panel to examine agentic AI and human decision ownership

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

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

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

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

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

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

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

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

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

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

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

RISK: Autonomous supply-chain workflows can bypass the approval architecture

RISK: AI autonomy can expand faster than human accountability

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

Agent washing creates a governance risk in supply-chain planning

What Agent Washing Means for Supply Chain Planning Governance

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

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

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

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

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

Multi-agent supply chains need a control plane before they need more agents

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

Agentic AI economics require value ownership beyond token-cost tracking

AI agents are reaching production faster than organizations are defining accountability

Multi-agent supply-chain AI may require satisficing rather than local optimization

Agent clusters will raise new orchestration questions for supply chains

Agentic AI in logistics requires process orchestration and control

Continuous-planning agents must remain connected to governed plans

Manufacturing agent adoption is moving faster than data readiness

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

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

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

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

The Agent Economy Is Scaling Faster Than It Can Be Metered

Supply-chain execution AI needs a semantic layer between systems and actions

AI Agent Projects Fail When Teams Confuse Tools with Architecture

Long-Running AI Agents Change the Planning Operating Model

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

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

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

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

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

Rajesh Gangadharan argues that agentic AI will hit an organizational operating-model wall

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

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

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

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

Build a Governed AI Control Tower for Logistics Questions

Credo AI

Microsoft Azure AI Foundry

Anthropic

ToolsGroup

SAP

DeepSeek

Writer

xAI

OpenAI

OneTrust

Amazon Bedrock

Mistral AI

MyExobrain

Informatica

Immuta

Collibra

BigID

Atlan

Databricks Mosaic AI

Cohere

Google Gemini Enterprise

Colibri S&OP

ThroughPut AI

Aera Technology

E2open

Oracle Fusion Cloud SCM

IBM watsonx

Meta Llama

KBRW

Daybreak AI

Opus Numeris

Rajesh Gangadharan

Arnaud Morvan

Alain Matar

Prashant Gopalan