AI and automation in retail planning

AI & automation
Retail teams connect data, AI, and automation in space planning, planogram creation, pricing, and promotional forecasting.

Key questions and insights

How are data, AI, and automation used in retail planning?

Space planning, pricing, and promotions in retail are data-driven.

Where do planograms, space planning, and execution control on the sales floor help in practice?

AI and automation are entering retail management, especially space planning, pricing, and promotional decisions.

How is promotional forecasting evolving from manual planning to machine learning?

Kvant is used for store layout, planograms, replenishment, task management, and execution control.

What changes do 2D codes and the GS1 Digital Link bring to retail processes?

Promotional forecasting is moving from manual planning through statistical methods to machine learning and the random forest method.

What are EAN codes supposed to be gradually supplemented or replaced by with 2D codes?

EAN codes are to be gradually supplemented or replaced by 2D codes with the GS1 Digital Link or GS1 DataMatrix.

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