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Zeus goes live on ketteQ for S&OP, demand and supply planning

Kao introduces Kao-MIKOMIL AI agent to support demand planning

MANE selects Kinaxis Maestro to modernize global demand planning

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

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

SKU.io unifies make, buy and transfer planning in one demand workflow

Almeera selects RELEX to unify forecasting, replenishment and space planning across Qatar

Nissin Foods selects Blue Yonder and Highspring for AI-driven Supply Chain planning

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

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

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

Runnings selects RELEX to unify forecasting, replenishment and retail planning

Valeo Foods selects RELEX for end-to-end manufacturing planning

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

OMP and PwC move medac onto a unified demand plan

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

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

Blue Ridge launches AI-native planning platform built on Databricks

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

Wipak selects RELEX for connected demand, inventory and production planning

Viome and Solvoyo bring AI-driven decision automation to supply chain planning

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Flowlity Introduces Forecast Studio to Make AI Demand Forecasts More Transparent

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

Amart Furniture replaces legacy planning with RELEX

GEP index signals renewed buffer-stock building as supply disruption fears rise

o9 frames Responsible AI as enterprise readiness for agentic planning

Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

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

RELEX expands AI-powered manufacturing planning from IBP to execution

Associate Director, Demand Planning & Purchasing

Senior Techno-Functional Consultant — Demand Planning

Senior Demand & Supply Planner - Anduril Industries

Supply Chain Planning Manager

Supply Chain Planning Engineer

Senior Consultant/Manager – RELEX Demand Planning & Replenishment Planning

Demand Planning & AI Solutions Specialist

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

Executive — Demand Planning

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Support Engineer — Enterprise Supply Planning and Demand Planning

Senior Solution Architect — Demand Planning & Forecasting

Senior Specialist, Supply Chain Automation and Demand Planning

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

Executive Director, Cell Therapy Global Supply Chain Planning

Enterprise Solution Architect — Demand Planning and Fulfillment

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Demand Plan & Orders Scheduling Analyst

Demand Planner

Head of Demand Planning & S&OP - Rohlik Group

Applied Scientist, Worldwide Grocery Stores - Data and Science

Interim S&OP Consultant — London

Principal Engineer — Supply Chain Planning

Senior Manager, APAC EndoMech, Energy & Robotics Supply Chain

Supply Chain Planning Engineer

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

Director of Deliver Operations Planning

o9 Solutions Consultant / Senior Consultant

Demand Planner

AVS Instock Specialist

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

EVENT: o9 examines revenue-growth planning under persistent demand volatility

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

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

EVENT: Advanced demand-planning and forecasting programme opens

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

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

EVENT: B2Wise runs demand-driven factory planning workshop in Paris

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

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

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

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

EVENT: SAP presents Q2 Revenue Growth Management planning and AI updates

EVENT: AI-based demand forecasting in manufacturing course starts

WARNING: Frontloaded ocean shipping makes late-summer demand signals harder to read

EVENT: SAP IBP Business Forum Brings Integrated Planning to Oman

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

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

EVENT: Demand orchestration replaces forecasting as the organizing concept

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: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

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

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

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

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

NOMINATION: Oatey promotes Eric Kirwen to VP, Supply Chain Planning and Logistics

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

EVENT: Supply Chain AI Symposium takes place in Chicago

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

AI is changing demand planning unevenly, not universally

Demand planning, supply planning and customer service may converge into one customer-facing role

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

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

Demand planning AI should be measured by decision latency, not only forecast accuracy

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

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

Tillamook turns supply-chain planning into a growth engine

US Manufacturers Front-Load Orders While Factory Employment Falls

Tillamook turns supply-chain planning into a growth capability

Modern Demand Planning Requires Model Selection, External Signals and Governance

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

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

Planning benchmarks should test decision speed, not feature breadth

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

Canada’s manufacturing expansion is partly inventory-driven

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

Forecasts Predict Demand; Demand Plans Translate It Into Action

Five demand-forecasting mistakes supply-chain leaders are rethinking

Martín Chávez shows how Claude can accelerate Demand Driven planning and DDMRP analysis

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

Convenience-store SKU planning shows where AI should advise, not decide

Responsible and functional sales and operations planning

US container imports rose 9%, but tariff uncertainty is distorting the demand signal

Agile planning platforms need decision architecture, not only AI features

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

AI chip demand must be planned through tool capacity, not headline demand

Build an AI-assisted demand forecast in IBM Planning Analytics

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

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

How to Validate an AI Demand Forecast Before Planners Use It

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

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

Build a Governed AI Control Tower for Logistics Questions

22 practical Data Science projects for Supply Chain teams

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

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Build a governed Claude Managed Agent for Supply Chain workflows

Demand Driven Technologies

Demand Solutions

B2Wise

Imperia

Firstshift

Blue Ridge

Avercast

CyberPlan

Dialflo

Daybreak

frePPLe

StockIQ

Workday Adaptive Planning

Infor Supply Chain Planning

Streamline

First Insight

AGR

ketteQ

E2open Planning

SymphonyAI

DeepVu

Coupa Supply Chain Design & Planning

Cogsy

Prediko

AWS Supply Chain

SKU Science

REMIRA

Enmovil

Afresh

EazyStock

Institute of Business Forecasting and Planning

EyeOn

DataLeo

Thoucentric

Alkemys Consulting

Thomas Barciet

Jonathon Karelse

Sandia Ghernati

Louis Collignon

Alain Matar

Eric Wilson

Nicolas Vandeput

Adde Jans

Stephane Leclercq

Jean-François Nordmann

Gregory Pitstick

Damien Portmann

Prashant Gopalan

Antoine Guéguen

Ludovic Giraud

Xavier Feltin

Isabelle Gazzola

Joannes Vermorel

David Maloney