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

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

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

ToolsGroup launches Decion for AI-powered self-steering supply chains

Kao introduces Kao-MIKOMIL AI agent to support demand planning

MANE selects Kinaxis Maestro to modernize global demand planning

o9 reports expanding enterprise-planning deployments in Q1 2026

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

Demand Planner

Demand & Inventory Planner – Food Import & Trading

AI Supply Chain Consultant

Senior Techno-Functional Consultant — Demand Planning

EVENT: Inventory planning webinar confronts the high-stock plus stockout paradox

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

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

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

WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk

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

Machine learning is changing demand planning, but humans still matter

Forecast Value Added Turns Planner Overrides into a Measurable Governance Process

The AI-driven Supply Chain will need fewer planners—but stronger planning architects

Forecast variability: when human enrichment destabilizes planning

Why Flat Forecasts Can Outperform More Plausible-Looking Plans

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

Planning software ROI needs finance attribution and post-go-live ownership

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

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

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

Human accountability remains central to self-driving S&OP

Modern Demand Planning Requires Model Selection, External Signals and Governance

Tillamook turns supply-chain planning into a growth engine

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

AI Around Optimization: Better Inputs, Decisions and Learning Loops

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

The Real Question Behind Supply Chain AI Agents: Who Owns the Decision?

Samse and Vékia: Why Supply Planning Transformation Requires More Than an APS

Lyreco and RELEX: Reliable Forecasting Requires More Than an AI Planning Tool

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

SkyPlanner APS

Daybreak

Vekia

ToolsGroup

Nicolas Vandeput

Alain Matar

Thomas Barciet