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Cloud technologies provide scalable and affordable storage options for the enormous datasets produced by aircraft. For small-sized airlines, this deployment model allows for thorough data analysis. Airlines are increasingly focused on data interpretation and analysis by utilizing machine learning (ML) and artificial intelligence (AI). Real-time analysis of intricate patterns by AI systems makes proactive decision-making and predictive maintenance possible. In addition, many sensors installed on modern airplanes continuously generate data and an all-encompassing perspective of flight operations is fueled by the IoT technology's smooth data collection.