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Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

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

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

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

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

OMP launches Unison Express to accelerate supply chain planning deployments

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

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

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

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

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

GEPP replaces legacy planning with an AI-driven RELEX platform

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

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

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

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Algo Acquires Demand Driven Technologies (Intuiflow) to Expand Demand-Driven Planning Capabilities

Board and Microsoft bring agentic AI into enterprise planning

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

Autone raises $17 million to scale AI-powered retail inventory planning

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

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

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

RELEX introduces agentic AI for supply planning diagnostics

o9 frames Responsible AI as enterprise readiness for agentic planning

Logility launches an agentic orchestration layer across planning and execution

Aptean brings prebuilt planning agents to Logility DemandAI+

Carhartt selects RELEX for unified AI-driven supply-chain planning

Associate Director, Demand Planning & Purchasing

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

Senior Techno-Functional Consultant — Demand Planning

Lead Implementation Consultant — Advanced Planning and Scheduling

Customer Success Business Partner — Supply Chain Planning / SCM

Customer Value Director — Supply Chain Design & Planning

Development Business Analyst — M3 Supply Chain Planning

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Director of Deliver Operations Planning

Internship — Supply Chain Planning Digitalisation

Internship — Global Supply Chain Planning

Inventory Planning Assistant Manager / Staff

Demand Planning & AI Solutions Specialist

Product Manager / Architect — Supply Planning

Business Processes Senior Consultant — Supply Chain Planning PP/DS

Senior Solution Architect — Demand Planning & Forecasting

Solution Architect — Supply Chain Planning, Manufacturing

Solution Architect — Production Planning and Scheduling

Support Engineer — Enterprise Supply Planning and Demand Planning

IT & Data Product Analyst — Integrated Business Planning

Executive — Demand Planning

PPO Supply Chain Planning — Sales Forecast

Product Analyst — Distribution Planning

Enterprise Solution Architect — Demand Planning and Fulfillment

Client Partner

Client Management Director

Innovation Strategist EMEA

Associate Solution Architect — Retail

Change Coordinator

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

EVENT: How I vibe-coded my Advanced Planning System

EVENT: IBF AI Edge focuses on supply-chain planning and forecasting

EVENT: IBF workshop tests AI proof of value for forecasting and demand planning

EVENT: Slimstock User Day covers supply, demand, inventory and production planning

EVENT: Supply-chain orchestration connects planning and execution

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

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

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

WARNING: AI alone cannot run inventory planning without human decision controls

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

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

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

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

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

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

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

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

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

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

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

EVENT: Digital Twins & Process session focuses on supply-chain scenarios

EVENT: Anaplan demonstrates AI-assisted model development with CoModeler

EVENT: Supply Chain USA 2026 opens in Chicago

EVENT: Descartes AI Exchange examines AI agents for fleet performance

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

FAILURE: IBP change programs can deploy software faster than decision rights

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Logility white paper reframes demand planning around AI, sensing and explainable forecasts

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

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

How to Establish Consistent Priorities Across Planning and Execution

Critical Thinking Is Becoming a Core Supply Chain Planning Capability

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

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

Resilience Planning Requires More Than Crisis Awareness

Model Literacy Matters Only When Planning Decisions Are Governed

What Agent Washing Means for Supply Chain Planning Governance

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

Jean-François Nordmann sees vibe coding creating a two-speed Supply Chain planning market

Lora Cecere asks whether companies should build Supply Chain planning applications themselves with AI

Why Planners Trust Excel More Than Planning Systems

ERP Transformation Does Not Need to Delay Flow-Based Planning

Why Closed-Loop Control Matters in Modern Supply Chain Planning

What Analyst Frameworks Can Miss About Supply Chain Planning Methods

Recurring Emergencies Are Usually a Planning-System Signal

Inventory Reduction Is a Consequence, Not a Transformation Objective

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

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

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

DataLeo’s project portfolio illustrates the changing role of independent Supply Chain transformation advisors

Excel Is Not the Problem—Uncontrolled Planning Logic Is

o9 Leadership Move Signals A Market Positioning Watchout

AI Skills Are Not Enough If Decision Ownership Is Unclear

Build an AI-assisted demand forecast in IBM Planning Analytics

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

Run a One-Week Planning Master-Data Audit

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

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

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

Build a Governed AI Control Tower for Logistics Questions

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

22 practical Data Science projects for Supply Chain teams

Workday Adaptive Planning

E2open Planning

Infor Supply Chain Planning

Coupa Supply Chain Design & Planning

Jedox

QAD

Oracle Supply Chain Management

Aptean

Board International

Ganacos

AWS Supply Chain

Anthropic

Sunstice

Daybreak AI

SKU Science

REMIRA

StockIQ Technologies

Netstock

Enmovil

Autone

Flowlity

GAINS

Colibri S&OP

FuturMaster

Slimstock

IFS Cloud

Dassault Systèmes DELMIA

SymphonyAI Retail CPG

Aera Technology

E2open

Institute of Business Forecasting and Planning

KPMG Supply Chain

EyeOn

Oliver Wight

Spinnaker SCA

Solventure

NTT DATA Supply Chain Consulting

Genpact Supply Chain

Capgemini Supply Chain

Kearney Operations

EY Supply Chain

Deloitte Supply Chain

Accenture Supply Chain

BCG Supply Chain

ISG Software Research

DataLeo

Bluecrux

BEOM Consulting

Supply Chain Dive

SCMDOJO

McKinsey Operations

Gartner Supply Chain

PwC Operations

Thoucentric

ASCM

Alkemys Consulting

MIT Center for Transportation & Logistics

GS1

Eindhoven University of Technology

ALICE

Thomas Barciet

Prashant Gopalan

Chinmay Bhatt

Diego Faria

Gregory Pitstick

Alain Matar

Tanguy Caillet

Matthew Spooner

Jan C. Fransoo

Jonathon Karelse

Eric Wilson

Patrick Bower

Preeti Jain

Conor E. Doherty

Adde Jans

Ken Chadwick

Bob Ferrari

Chakri Gottemukkala

John Sicard

Thierry Lucas

Patrick de Coucy

Florian Saucias

Fabrice Bonneau

Pierre Pélissier

Amélie Destefanis

Pauline Coquinot

Benoît Elie

Xavier Feltin

Sandia Ghernati

Louis Collignon