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Aptean brings Logility DemandAI+ agentic AI to supply chain planning

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

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

o9 frames Responsible AI as enterprise readiness for agentic planning

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

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

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

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

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

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

Teleflex goes live globally with integrated demand and supply planning on o9

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

Netstock launches AI Pack for SMB supply chain visibility and inventory decisions

John Galt Solutions’ Atlas recognized among 2026 top logistics and supply chain technology providers

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

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

FuturMaster becomes Sunstice and introduces Structured Agility for SCP and RGM

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

Danone frames AI as a resilience layer for supply chains

o9 reports expanding enterprise-planning deployments in Q1 2026

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

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

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

SKU Science Highlights Faster Trend Detection and Product-Lifecycle Planning for 2026

Skill Dynamics launches AI Learning Suite for procurement and Supply Chain teams

Associate Director, Demand Planning & Purchasing

Demand Planning & AI Solutions Specialist

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

Executive — Demand Planning

Director of Deliver Operations Planning

Demand Plan & Orders Scheduling Analyst

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

Associate Director — Global Oncology Forecasting and Analytics

Senior Planner — KSA

Solution Lead — Plan to Forecast

Revenue AI Solutions Analyst

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

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

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

EVENT: SAP IBP Business Forum Brings Integrated Planning to Oman

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

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

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

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

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

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

WARNING: “APS” can describe fundamentally different decision scopes

Ganacos Links Demand Planning Performance to Data Quality, Cross-Functional Ownership and Scenario Governance

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

Modern Demand Planning Requires Model Selection, External Signals and Governance

Initial versus current requested delivery dates in demand planning

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

Machine learning is changing demand planning, but humans still matter

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

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

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

What Agent Washing Means for Supply Chain Planning Governance

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

Amazon moves demand forecasting from specialized models toward a reusable forecasting foundation model

Five questions that expose weak IBP maturity

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

Forecast Value Added Turns Planner Overrides into a Measurable Governance Process

Forecasts Predict Demand; Demand Plans Translate It Into Action

Continuous-planning agents must remain connected to governed plans

AI orchestration in demand-supply networks: what breaks first?

Model Literacy Matters Only When Planning Decisions Are Governed

Orchestra’s Recovery Shows Why Inventory Reduction Is a Governance Problem

Mapping the First Wave of Vibe-Coded Supply Chain Applications

Using confirmed future orders to improve chemical demand forecasting

Launch execution fails when allocation governance cannot keep pace

Forecast variability: when human enrichment destabilizes planning

Erik Bush reframes the trillion-dollar inventory problem as an operating-model failure

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

AI Skills Are Not Enough If Decision Ownership Is Unclear

Why Forecast Accuracy Matters More Than AI Labels

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a governed Claude Managed Agent for Supply Chain workflows

Infor Supply Chain Planning

CyberPlan

Dialflo

Daybreak

StockIQ

Streamline

FuturMaster

Kinaxis

Coupa Supply Chain Design & Planning

SKU Science

REMIRA

Enmovil

StockIQ Technologies

Netstock

Colibri S&OP

Slimstock

SymphonyAI Retail CPG

E2open

ToolsGroup

Logility

John Galt Solutions

Arkieva

Anaplan

Pigment

OMP

SAP

Prediko

ICRON

AWS Supply Chain

Oracle Supply Chain Management

DataLeo

Thoucentric

Alain Matar

Jean-François Nordmann

Adde Jans

Nicolas Vandeput

Thomas Barciet

Eric Wilson

Prashant Gopalan

Gregory Pitstick

Ludovic Giraud

Xavier Feltin