Based on the impact on Indonesian economy, The Ministry of Industry prioritized the automotive industry to be developed. To ensure successful development of manufacturing industry, this research discussed literature review related to Critical Success Factor (CSF) implementation of Industry 4.0 in manufacturing industry. Currently manufacturing industry is required to implement Industry 4.0 to speed up manufacturing process and increase efficiency. The technologies used in Industry 4.0 include big data, cloud computing, internet of things (IoT), 3D Printing, artificial intelligence (AI) and digital manufacturing. The purpose of literature review in this research was to identify Critical Success Factors (CSF) from previous research in implementation of IoT, especially in automotive industry. The results from this research based on literature review before Critical Success Factor (CSF) in IoT implementation were 8 dimensions and 34 sub dimensions. The benefit of literature review is to identify Critical Success Factors (CSF) in implementation of IoT in manufacturing industry, especially in automotive industry. © IEOM Society International.