Gupta, SumitJoshi, DeepikaJagtap, SandeepTrollman, HanaHaddad, YousefAtescan Yuksek, YagmurSalonitis, KonstantinosRaut, RakeshNarkhede, Balkrishna2023-09-052023-09-052023-08-30Gupta S, Joshi D, Jagtap S, et al., (2023) From failure to success: a framework for successful deployment of Industry 4.0 principles in the aerospace industry. International Journal of Industrial Engineering and Operations Management, Available online 30 August 20232690-6090https://doi.org/10.1108/IJIEOM-04-2023-0042https://dspace.lib.cranfield.ac.uk/handle/1826/20170Purpose The paper proposes a framework for the successful deployment of Industry 4.0 (I4.0) principles in the aerospace industry, based on identified success factors. The paper challenges the perception of I4.0 being aligned with de-skilling and personnel reduction and instead promotes a route to successful deployment centred on upskilling and retaining personnel for future role requirements. Design/methodology/approach The research methodology involved a literature review and industrial data collection via questionnaires to develop and validate the framework. The questionnaire was sent to a purposive sample of 50 respondents working in operations, and a response rate of 90% was achieved. Content analysis was used to identify patterns, themes, or biases, and the data were tabulated based on specific common attributes. The proposed framework consists of a series of gates and criteria that must be met before progressing to the next gate. Findings The proposed framework provides a feedback mechanism to review minimum standards for successful deployment, aligned with new developments in capability and technology, and ensures quality assessment at each gate. The paper highlights the potential benefits of I4.0 implementation in the aerospace industry, including reducing operational costs and improving competitiveness by eliminating variation in manufacturing processes. The identified success factors were used to define the framework, and the identified failure points were used to form mitigation actions or controls for inclusion in the framework. Originality/value The paper provides a framework for the successful deployment of I4.0 principles in the aerospace industry, based on identified success factors. The framework challenges the perception of I4.0 as being aligned with de-skilling and personnel reduction and instead promotes a route to successful deployment centred on upskilling and retaining personnel for future role requirements. The framework can be used as a guideline for organizations to deploy I4.0 principles successfully and improve competitiveness.enAttribution 4.0 Internationalaerospace industryaerospace manufacturingaerospace sectorchange modeldigitalizationindustry 4.0Article