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Neuroil is an artificial intelligence driven industrial solution that optimises the drilling process and enhances operational efficiency, leading to a reduction in drilling costs and eventually minimizing environmental impact of Oil and Gas operations. The system works by analysing historical data of previous similar wells and monitoring real-time data from the rig. Then by applying pattern-recognition, anomalies are identified to predict Non-Productive Time (NPT) events in a new well.