Indirect Assessment of Implementation of Industry 4.0 Technologies in Regional Companies †

Abstract

This article evaluates the implementation of Industry 4.0 technology in companies in a region using indirect methods such as web scraping and the examination of publicly available information. By analyzing online data and reports, the level of adoption and integration of 4.0 technology is determined. This provides valuable information on the technological progress of companies to help policymakers promote widespread adoption, businesses benchmark and make informed technology investments and researchers analyze the impact on regional economies. The use of online data sources to assess Industry 4.0 implementation is essential to understanding the technological progress and growth potential of these technologies in various industries, contributing to the formulation of policies that encourage innovation.