Supplementary Material: Interview Online Questionnaire - Why cost estimation matters for design decisions in the early phases of product development and what practitioners expect from artificial intelligence

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Authors: Kevin Klöpfer, Claudia Michelberger, Marco Huber
Cited by: 1

Abstract

The interview guide and online questionnaire were used in an exploratory sequential mixed-methods design. The aim of the study was to investigate the cost estimation of products in the early phases of product development in mechanical engineering, as well as practitioners’ expectations of cost estimation assisted by artificial intelligence (AI).

Publication details

Journal / source
Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Publication date
1 February 2026
Language
EN