The MRO sector is in a period of robust expansion and is a significant source of potential business growth for aerospace companies, such as aircraft manufacturers and airline operators, focused on refurbishment and aftermarket services. Implementing a data-driven fleet is a must. Indeed, having a better understanding of aircraft operations with big data analytics allows aerospace companies to improve their fleet availability by decreasing ground time and increasing up time. MRO is crucial to gain in profitability.