Demand forecasting refers to the process of planning and predicting goods and materials demand to help businesses stay as profitable as possible. Without strong demand forecasting, companies risk carrying wasteful and costly surplus – or losing opportunities because they have failed to anticipate customer needs, preferences, and purchasing intent. Demand forecasting professionals have specialized skills and experience. When those skills are augmented with modern supply chain technologies and predictive analytics, supply chains can become more competitive and streamlined than ever. In the wake of the pandemic, companies are in an exceptionally fast-moving business climate.

As Industry 4.0 sweeps across the supply chain, it's clear it will have a significant impact on everyone involved. Still, the question is how so? As you'd expect from a name such as Industry 4.0, profound and revolutionary changes are coming to various industries, including manufacturing, development, and the modern supply chain. Industry 3.0 was the widespread adoption and rollout of automated technologies. Toward the end of this era, better and more efficient automation systems were introduced and now, players are using modern smart devices and data to improve and optimize the systems.