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

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

Petco Mexico selects RELEX for AI-driven forecasting and replenishment

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

The Body Shop selects RELEX to replace manual planning with an AI-driven platform

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

Wipak selects RELEX for connected demand, inventory and production planning

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

METRO applies AI planning to improve fresh-food availability and reduce waste

MANE selects Kinaxis Maestro to modernize global demand planning

Demand Planning & AI Solutions Specialist

AI Supply Chain Consultant

Demand Planner

Principal Engineer — Supply Chain Planning

Demand & Inventory Planner – Food Import & Trading

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

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

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

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

RISK: Autonomous supply-chain workflows can bypass the approval architecture

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

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

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

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

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

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

Forecast Value Added Turns Planner Overrides into a Measurable Governance Process

Forecast variability: when human enrichment destabilizes planning

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

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

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

Machine learning is changing demand planning, but humans still matter

Tillamook turns supply-chain planning into a growth engine

Lessons from VN2, the first global inventory-planning competition

Why Flat Forecasts Can Outperform More Plausible-Looking Plans

Modern Demand Planning Requires Model Selection, External Signals and Governance

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

Agile planning platforms need decision architecture, not only AI features

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

AI agents are reaching production faster than organizations are defining accountability

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Future-proofing retail requires an intelligence foundation

AI readiness is a planning-process question before it is a model question

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

Ganacos Positions S&OP Software as a Shared Decision Layer Beyond ERP and Excel

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

Intuendi

Smart Software

Demand Solutions

Streamline

Daybreak

Vekia

ToolsGroup

EyeOn

Nicolas Vandeput

Alain Matar

Stephane Leclercq

Thomas Barciet