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
Potential Vendors
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