Core AI Features
Advanced machine learning capabilities that set Trakt apart from traditional maintenance systems
Physics-Based Models
Advanced degradation modeling using Weibull, Paris-Erdogan, and Arrhenius equations for accurate failure predictions based on actual physics principles.
- Weibull Distribution Analysis
- Crack Growth Models
- Thermal Degradation
- Stress-Life Models
AI Model Ensemble
Combine multiple machine learning algorithms for superior prediction accuracy.
- RF Regressor
- GB
- IF (Anomaly Detection)
- Automated Model Selection
Federated Learning
Collaborate across airlines while maintaining data privacy. Learn from industry-wide patterns without sharing sensitive operational data.
- Privacy-Preserving Learning
- Industry-Wide Intelligence
- Secure Aggregation
- Configurable Participation
Specialized AI Models
Operational intelligence for comprehensive maintenance optimization
Anomaly Detection
Real-time detection of unusual sensor patterns and operational anomalies using advanced unsupervised learning.
Failure Prediction
Advanced algorithms for predicting component failures with confidence intervals and risk assessment.
Survival Analysis
Statistical models for time-to-failure analysis and maintenance scheduling optimization.
Maintenance Optimization
AI-driven recommendations for optimal maintenance timing and resource allocation strategies.
ATA Chapter Coverage
Specialized models for different aircraft systems with comprehensive coverage
External System Integrations
Seamlessly connect with your existing maintenance systems
AMOS Integration
Connect with AMOS maintenance systems via SFTP, REST API, or SOAP services for seamless data exchange.
- Bi-directional data sync
- Real-time work order updates
- Maintenance history import
- Component tracking
TRAX eMRO
Integration with TRAX eMRO and eMobility platforms for comprehensive MRO management and planning.
- eMRO data synchronization
- Parts management integration
- Maintenance planning sync
- Compliance reporting
Advanced Analytics & Reporting
Comprehensive insights and business intelligence for data-driven decisions
Real-time Dashboards
Interactive dashboards with live component health monitoring and predictive insights for immediate decision-making.
Comprehensive Reports
Detailed PDF and Excel reports with ATA chapter breakdowns and predictive forecasts for stakeholders.
Mobile Accessibility
Access critical maintenance data and predictions from any device, anywhere, anytime for maximum flexibility.
Ready to Transform Your Maintenance Operations?
Join the future of predictive maintenance with our AI-powered platform