Build it or buy it. Certainly, a debate that applies to data labeling. One of the first and most crucial steps in the machine learning development cycle and probably constantly on the mind of any data scientist. In this blog, Julian von der Goltz, Head of Machine Learning at Mainblades discusses the considerations we made to…
Over the last decade the aircraft MRO industry began to question their approaches. One of the hot topics: digitalization and data.
Airlines and MROs alike started leveraging AI, machine learning, big data and digital maintenance logs to better predict and manage their operations. Their vision? Not only provide better experiences to travelers, but also to improve maintenance performance, reduce unplanned downtime and save costs.
But how realistic is it to achieve these visions?
To build an integrated maintenance ecosystem, airlines will have to overcome a challenge that is as old as aviation itself: the ownership of operations, maintenance and data. Not only the willingness but also the ability to synch data across a variety of sources, formats and departments appears to be one of the main barriers for operators to fully invest in digital initiatives today.
So, what needs to happen? Where are we standing today and where are we heading?
Join us in our 5-part webinar series in which Mainblades brings together aviation innovators, entrepreneurs and changemakers.Data driven aircraft MRO