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Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand & Inventory Planner – Food Import & Trading

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

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

Why Flat Forecasts Can Outperform More Plausible-Looking Plans

Forecast variability: when human enrichment destabilizes planning

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

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

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

Modern Demand Planning Requires Model Selection, External Signals and Governance

How to Validate an AI Demand Forecast Before Planners Use It

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Nicolas Vandeput