AI Use Case

Identify performance and risk for pilots through flying patterns and other data

Identify performance and risk for pilots through flying patterns and other data. Similar analysis can be done on road drivers although the data is inevitably more likely to be complicated by ground-level interactions that would be more traceable in the air (e.g. other vehicular movement).

Function

Risk

Audit

Benefits

Risk reduction - Reduce environmental physical risk,Operational Support - Issue / outlier ID,Operational Support - Performance tracking

Case Studies

Southwest Airlines~Southwest Airlines improves safety and preventes flight anomalies with machine learning

Industry

Transportation

Airlines

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Grouping - Anomaly Detection,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression

Potential Vendors