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US Defense Logistics Agency applies Nicolas Vandeput’s demand-forecasting framework

Frutura selects RELEX for near-real-time fresh-produce forecasting

Aptean brings prebuilt planning agents to Logility DemandAI+

Anora reports channel-level forecasting gains with RELEX

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

Flowlity Introduces Forecast Studio to Make AI Demand Forecasts More Transparent

Alain Matar and SupChains collaborate on a planner-facing forecasting application

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

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

Enmovil raises $6 million to scale AI supply chain planning and visibility

OMP and PwC move medac onto a unified demand plan

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

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

Stüssy selects RELEX to connect forecasting, replenishment and merchandise financial planning

Community Coffee selects RELEX for unified demand, inventory and S&OP planning

NEC launches cross-system SCM AI Agent for forecasting, procurement and planning

SKU Science Brings AI-Based Demand Planning Projects to Supply Chain Event 2025

SKU Science Showcases Forecasting and Inventory Features at Global Industrie 2025

Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planning

ToolsGroup combines demand planning and pricing for inventory-aware demand shaping

Amart Furniture replaces legacy planning with RELEX

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

Wipak selects RELEX for connected demand, inventory and production planning

SKU Science Adds Product Lifecycle Module for Phase-In and Phase-Out Forecasting

AGR compares the 2026 inventory-planning market as companies move beyond spreadsheets and basic ERP

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

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

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

Slimstock expands inventory optimization with Mees van den Brink

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

Associate Director, Demand Planning & Purchasing

Senior Solution Architect — Demand Planning & Forecasting

Demand Planning & AI Solutions Specialist

Supply Chain Planning Engineer

Executive — Demand Planning

Applied Scientist, Worldwide Grocery Stores Data and Science

Interim S&OP Consultant — London

Demand Plan & Orders Scheduling Analyst

Associate Director — Global Oncology Forecasting and Analytics

AVS Instock Specialist

Senior Specialist, Supply Chain Automation and Demand Planning

Demand Planner

Demand & Inventory Planner – Food Import & Trading

AI Supply Chain Consultant

Data Scientist / Data Engineer for Supply Chain

Principal Engineer — Supply Chain Planning

Senior Product Manager, AI — Supply Chain & Procurement

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Global Process Owner — Sales and Operations Planning

Revenue AI Solutions Analyst

PPO Supply Chain Planning — Sales Forecast

SAP IBP + OBP Consultant

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

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: IBF Examines AI Proof of Value in Forecasting and Demand Planning

EVENT: Advanced demand-planning and forecasting programme opens

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

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

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

EVENT: Algo webinar examines when supply chains should use forecast-driven push versus demand-driven pull

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

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

EVENT: Demand orchestration replaces forecasting as the organizing concept

EVENT: Alteryx examines the data foundation for AI supply-chain planning

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

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

RESOURCE: Historical replay — agentic AI in forecasting and planning (4 February 2026 roundtable)

EVENT: Board explores outside-in signals for continuous enterprise planning

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

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

EVENT: Chain Reaction 2026 examines AI decision-making in Supply Chains

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

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

Always-on demand forecasting changes the infrastructure assumptions behind planning AI

Five demand-forecasting mistakes supply-chain leaders are rethinking

AI is changing demand planning unevenly, not universally

Retail demand forecasting across promotions, shortages and new products

Machine-learning forecasting with promotions, prices, sell-outs and inventory

Using confirmed future orders to improve chemical demand forecasting

Demand Forecasting in an Era of Disruption: What Actually Works

Evaluating agentic AI for demand forecasting requires more than forecast accuracy

Sigma argues demand forecasting should become a live agent-driven process

How AI-Native Demand Forecasting Limits Peak Season Weather Disruptions

Forecasts Predict Demand; Demand Plans Translate It Into Action

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

Forecasting becomes more accessible with AI, but data still makes the difference

Modern Demand Planning Requires Model Selection, External Signals and Governance

Manufacturing Forecasting Needs More Than a Better Algorithm

Combining Forecasts and Pull Flow for Predictable Demand Events

Amr Mohamed reframes AI in demand planning as a research assistant, not a decision-maker

AI begins taking on merchandising, assortment and vendor decisions

Lead-time forecasting should produce a probability distribution—not a single ERP parameter

Spare-parts forecasting is a planning stress test for AI trust

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

US Manufacturers Front-Load Orders While Factory Employment Falls

AI agents should enrich forecasts only with information the model cannot see

Lessons from VN2, the first global inventory-planning competition

Google TimesFM reframes forecast model-building as a decision-architecture problem

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

Tillamook turns supply-chain planning into a growth engine

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

Build an AI-assisted demand forecast in IBM Planning Analytics

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

How to Validate an AI Demand Forecast Before Planners Use It

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

22 practical Data Science projects for Supply Chain teams

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

How to Compare Forecast Models Before Selecting One in AWS Supply Chain

Demand Solutions

Smart Software

Avercast

AGR

Streamline

frePPLe

Crisp

Afresh

EazyStock

Daybreak

Intuendi

REMIRA

Enmovil

FuturMaster

DeepVu

Vekia

Flowlity

SymphonyAI Retail CPG

Workday Adaptive Planning

SKU Science

Infor Supply Chain Planning

Prediko

AWS Supply Chain

StockIQ Technologies

Netstock

Slimstock

Microsoft Dynamics 365 Supply Chain Management

ToolsGroup

Logility

RELEX Solutions

Institute of Business Forecasting and Planning

EyeOn

Jonathon Karelse

Eric Wilson

Nicolas Vandeput

Stephane Leclercq

Damien Portmann

Joannes Vermorel

Samir Saci