PREreview de Design and Implementation of a Self-Service Kiosk with Embedded Analytics and Demand Forecasting for Small Retail Decision Support

Major issues

• Reliance on simulated rather than real-world retail data limits the generalization of the study.

• Limited validation with actual small retail users or operational settings.

• The forecasting models use relatively limited demand-related variables.

• Some conclusions may be broader than what the simulated evaluation supports.

• The practical impact on retail decision-making requires further validation.

Minor issues

• Language editing would improve overall flow.

• Some methodological and implementation details could be explained consistently.

Competing interests

The authors declare that they have no competing interests.

Use of Artificial Intelligence (AI)

The authors declare that they did not use generative AI to come up with new ideas for their review.