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

o9 frames Responsible AI as enterprise readiness for agentic planning

nVision Global introduces nSure AI for transportation financial intelligence

EcoVadis publishes reliability framework for supplier carbon data

Danone frames AI as a resilience layer for supply chains

o9 recognized across 2026 Gartner supply chain planning and decision intelligence reports

Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

Siemens Cre8Ventures adds ComposabilityPro as governance partner for its Digital Twin Marketplace

ADB Digital Strategy Prioritizes Data Governance and Responsible AI Across Asia-Pacific

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

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

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

Primark selects Kallikor to simulate supply chain decisions before capital investment

Coupa positions AI governance as a procurement-platform capability

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

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

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

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

AIMMS enters new growth phase after acquisition by GRO

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

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

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

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

Supply-chain demand for AI skills grows faster than available talent

RELEX report: AI moves into core supply chain decisions as volatility persists

Compri raises €3.2 million to expand autonomous procurement agents

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

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

SymphonyAI brings agentic AI into core retail merchandising decisions

Director of Deliver Operations Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Mohawk Industries recruits a Director of Supply Chain Transformation and Artificial Intelligence

Associate Director — Global Oncology Forecasting and Analytics

AI Portfolio Lead H/F

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

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

Senior Manager IBP, Surgical Vision APAC

Head of AI & Advanced Apps

Category Planner — Central Hub

Head of Demand Planning & S&OP - Rohlik Group

Change Coordinator

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

Director, Inventory Optimization and Operations Planning

Supply Chain AI Enablement Lead

Revenue AI Solutions Analyst

Data & BI Junior Project Manager Intern — Softgoods R&D

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

Material Planning Specialist

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

Managing Consultant — Supply Chain, AI-Driven Procurement Advisory

Senior Planner — KSA

Senior Manager — Delivery

Senior Delivery Manager

Director — Supply Chain Procurement Advisory, Genpact

Senior Solution Architect — Demand, Supply, Production and S&OP

Client Management Director

Client Partner

Executive — Demand Planning

Demand Plan & Orders Scheduling Analyst

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

WARNING: Supply-chain AI needs governance beyond automation

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

RISK: Boards Lack Governance Models for Agentic Decision Rights

EVENT: o9’s CMO hire puts the “enterprise decision system” narrative under scrutiny

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

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

EVENT: France Supply Chain LAB Digital & Tech highlights applied AI

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

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: AI alone cannot run inventory planning without human decision controls

NOMINATION: McLane promotes Chris Smith to Executive Vice President and Chief Operating Officer

EVENT: Optilogic examines how supply-chain design can close the decision-speed gap

EVENT: Citwell and RapidCanvas examine AI for supply-chain decisions

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

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

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

NOMINATION: Mediacom appoints Glenn Goldsmith SVP of Procurement and Supply Chain in newly created role

WARNING: “APS” can describe fundamentally different decision scopes

EVENT: CILT Hong Kong examines practical AI applications in supply chains

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

EVENT: On-demand webinar — Demand Planning in 100 Days

RISK: AI autonomy can expand faster than human accountability

NOMINATION: Würth Industry USA names Mauricio Morales Chief Supply Chain Officer, effective January 2027

Procurement's AI skills gap: decision capability matters more than tool fluency

Better decisions matter more than fully autonomous supply chains

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

AI adoption fails when it is not tied to a Supply Chain vision

Launch execution fails when allocation governance cannot keep pace

Model Literacy Matters Only When Planning Decisions Are Governed

When AI gets supply-chain decisions wrong — and is sure that it is right

The planning product owner is the missing bridge between roadmap and decision governance

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

Reversibility as a rule for AI decision rights

AI training must be measured by decision behaviour, not course completion

Supply-chain AI needs more than automation

IBM study warns that AI dependency can reduce operational control

Nordic Supply Chain leaders identify orchestration, governance and trusted decisions as priorities

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

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

Human–AI teams need operating rules across planning and execution

Forecast accuracy is an input to the decision—not the business outcome

Agent washing creates a governance risk in supply-chain planning

AI adoption metrics are meaningless without a decision-quality metric

AI pilot purgatory in supply chain: decision ownership is the scaling bottleneck

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

Gartner: AI-driven supply chain headcount cuts put the next generation of planning judgment at risk

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Self-steering supply chains are arriving before companies have defined who owns the decision

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

AI Around Optimization: Better Inputs, Decisions and Learning Loops

o9 Leadership Move Signals A Market Positioning Watchout

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

FedEx Network 2.0: integrating Express and Ground shifts the decision trade-offs to local operations

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 a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

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

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

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

Run a One-Week Planning Master-Data Audit

IBM watsonx

Microsoft Azure AI Foundry

AI21 Labs

Anthropic

Kinaxis

ICRON

Writer

Aleph Alpha

Meta Llama

OpenAI

Aible

Daybreak

Aptean

DeepSeek

Cohere

MyExobrain

Holistic AI

Collibra

Atlan

Databricks Mosaic AI

Amazon Bedrock

xAI

Mistral AI

Google Gemini Enterprise

Sunstice

FuturMaster

C3 AI Supply Chain Suite

Aera Technology

AIMMS

ToolsGroup

DataLeo

BEOM Consulting

Thoucentric

GS1

J.B. Hunt Transport Services

CEVA Logistics

Oliver Wight

EY Supply Chain

Florent Tronquit

Jean-François Nordmann

Jonathan Jackman

Rajesh Gangadharan

Tanguy Caillet

Arnaud Morvan

Adde Jans

Patrick Bower

Alain Matar

Prashant Gopalan

Amélie Destefanis

Xavier Feltin

Ludovic Giraud

Nicolas Vandeput

Mark Sawaya

Chinmay Bhatt

Benoît Elie

Samir Saci

Sucharita Kodali

Eric Wilson

Vineet Khanna