The program combines AWS's broad set of cloud technologies and comprehensive cloud skills resources with Cathay's machine learning (ML) expertise to deliver companywide innovations across its global operations, unlocking business value and equipping employees with ML skills. As part of the company’s ongoing digital transformation, Cathay will also move the majority of its IT workloads to AWS.
Working with AWS, Cathay has already identified hundreds of ML use cases and successfully deployed more than 50 ML models. For example, Cathay and AWS developed ML models that accurately predict the demand for inflight meals, to help minimize food waste, and dynamically forecast available cargo space for each flight. The Cathay Machine Learning Innovation Hub will advance this work by leveraging AWS technologies to identify use cases and accelerate ML innovations for its travel, lifestyle, and cargo business lines. In the long term, Cathay plans to make industry solutions developed through the Cathay Machine Learning Innovation Hub, such as cargo revenue planning and aviation route prediction, available to other companies in the commercial aviation sector.