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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

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

OMP launches Unison Express to accelerate supply chain planning deployments

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

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

RELEX introduces agentic AI for supply planning diagnostics

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

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

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

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

Slimstock customer Freedom of Movement uses AI-powered planning for retail growth

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

Kinaxis brings NVIDIA AI acceleration into Maestro for large-scale planning optimization

Arkieva frames AI in supply chain planning around practical decision support rather than hype

Pigment and Amazon discuss AI-driven speed and trust in supply chain planning

SKU Science keeps lightweight demand planning relevant for SMB and e-commerce teams

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

Solvoyo recognized in 2026 Gartner Magic Quadrant context for process-industry supply chain planning

Board and Microsoft bring agentic AI into enterprise planning

REMIRA positions AI-powered inventory and supply chain software for European planning teams

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

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

BISSELL accelerates end-to-end supply chain planning with o9 Solutions

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

4flow recognized in 2026 Gartner assessment for Supply Chain strategy, planning and operations consulting

Pigment upgrades AI Agents with live web context and source citations

Danone frames AI as a resilience layer for supply chains

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

RELEX expands its agentic AI platform to coordinate planning and merchandising decisions

Director of Deliver Operations Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Connected Planning Model Builder

Senior Manager, Business Resilience

Associate Director, Demand Planning & Purchasing

Category Planner — Central Hub

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

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

Supply Chain Planning Manager

Change Coordinator

Demand Planning & AI Solutions Specialist

Head of Demand Planning & S&OP - Rohlik Group

Director, Inventory Optimization and Operations Planning

Material Planning Specialist

Associate Director — Global Oncology Forecasting and Analytics

AI Portfolio Lead H/F

IT & Data Product Analyst — Integrated Business Planning

Executive — Demand Planning

Senior Manager IBP, Surgical Vision APAC

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

Client Management Director

Client Partner

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

Senior Planner — KSA

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

Demand Plan & Orders Scheduling Analyst

Consultancy — Supply Chain AI Specialist

Technical Product Owner — Plan

Head of AI & Advanced Apps

o9 and Kinaxis Functional Consultants & Solution Architects

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

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

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

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

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

EVENT: How I vibe-coded my Advanced Planning System

EVENT: Anaplan demonstrates AI-assisted model development with CoModeler

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

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

WARNING: Supply-chain AI needs governance beyond automation

EVENT: INSA programme examines supply-chain and third-party resilience

EVENT: SAP IBP Business Forum Brings Integrated Planning to Oman

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

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

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

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

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

EVENT: Anaplan Demonstrates AI-Assisted Model Maintenance with CoModeler

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

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

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

WARNING: “One data model” does not guarantee one governed planning truth

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

WARNING: Planning-system product ownership can mask a parameter-ownership gap

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

Category planning is policy governance—not spreadsheet maintenance

Agent washing creates a governance risk in supply-chain planning

Modern Demand Planning Requires Model Selection, External Signals and Governance

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

What Agent Washing Means for Supply Chain Planning Governance

Jon Nichols shows what continuous planning looks like in a next-gen planner’s week

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

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

Continuous-planning agents must remain connected to governed plans

Forecast overrides are a governance problem, not only a forecasting problem

Launch execution fails when allocation governance cannot keep pace

DTC inventory planning is becoming cash-flow governance by SKU class

Supply-chain AI depends on governed data foundations

AI-first planning vendors differ most in who owns the model

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

Model Literacy Matters Only When Planning Decisions Are Governed

AI Education Is Expanding Faster Than Supply Chain Governance

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

Supply-chain technology is converging on orchestration, composability and AI governance

Better decisions matter more than fully autonomous supply chains

Human accountability remains central to self-driving S&OP

Long-Running AI Agents Change the Planning Operating Model

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

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

Five questions that expose weak IBP maturity

Maintenance optimization belongs inside capacity planning—not beside it

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

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

Inventory Reduction Is a Consequence, Not a Transformation Objective

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

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

Run a One-Week Planning Master-Data Audit

Build a Governed AI Control Tower for Logistics Questions

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

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

Visual Planning

Infor Supply Chain Planning

Coupa Supply Chain Design & Planning

Aptean

Anthropic

FuturMaster

ToolsGroup

Anaplan

Pigment

ICRON

Oracle Supply Chain Management

Alation

Plex

Katana

MRPeasy

CyberPlan

Dialflo

StockIQ

Daybreak

sedApta

PlanetTogether

Collibra

Atlan

Prediko

User Solutions

Streamline

IBM watsonx

Microsoft Azure AI Foundry

Sunstice

SKU Science

DataLeo

Oliver Wight

EY Supply Chain

BEOM Consulting

Thoucentric

PwC Operations

GS1

UPS Supply Chain Solutions

Ryder Supply Chain Solutions

Rhenus Logistics

Radial

Penske Logistics

Nippon Express

NFI Industries

Maersk

Kuehne+Nagel

Kenco Group

J.B. Hunt Transport Services

ID Logistics

Hellmann Worldwide Logistics

GXO Logistics

GEODIS

FM Logistic

FedEx Supply Chain

Expeditors

DSV

DHL Supply Chain

CEVA Logistics

C.H. Robinson

Bleckmann

Jean-François Nordmann

Patrick Bower

Diego Faria

Alain Matar

Jonathan Jackman

Rajesh Gangadharan

Tanguy Caillet

Adde Jans

Prashant Gopalan

Chinmay Bhatt

Nicolas Vandeput

Gregory Pitstick

Amélie Destefanis

Benoît Elie

Xavier Feltin

Ludovic Giraud

Thomas Barciet

Eric Wilson

Arnaud Morvan

Mark Sawaya

Tomer Gamlielle-Druyan

Vineet Khanna