Tanmay approached forecasting as a system design problem. The goal was to produce decision-ready forecasts at portfolio scale ...

In 2026, demand planning goes beyond simply estimating sales figures. It is a strategic approach designed to align your ...

Many industries face growing demand complexity amid macroeconomic uncertainty, and the automotive aftermarket is no different. In our industry, diversity in vehicle make, model and engine ...

Launching a new product in today’s market isn’t just risky; it’s like setting sail into uncharted waters during a storm, with no compass and relying solely on your instincts to guide you. Throughout ...

In today’s era of artificial intelligence, it is increasingly tempting to pursue models that deliver the highest possible statistical performance—often at the cost of transparency. Many of today’s ...

Analyst Insight: As parcel networks normalize post-pandemic but cost structures evolve, forecasting and demand planning have become continuous, data-driven disciplines. Shippers that integrate ...

Editor's Note: This article first appeared in the September 2024 issue of Supply Chain Management Review. For more content like this, click here to subscribe to either the print or digital edition of ...