In the manufacturing industry, there is an emerging trend toward utilizing advanced digital technology in problem solving. To achieve results with digital technology, it is necessary to input suitable data in the right form into digital tools and process it to align with specific objectives. Data preparation is a critical success factor for digital transformation.