Advanced Capabilities
End-to-End Data Pipeline
Ingest
MDF, MF4, CSV, Excel
Index
DuckDB + 330 DBCs
Analyze
DiagAI + Agents
Report
PDF, Plots, Insights
9 Specialized Diagnostic Agents
MisfireAgent
CSVA, FFT, and ML-based detection of combustion anomalies.
FuelAgent
BSFC calculation, consumption metrics, and efficiency analysis.
GearAgent
Transmission analysis, gear hunting detection, shift quality.
DrivabilityAgent
Anti-jerk analysis, pedal map evaluation, torque filter.
WLTPAgent
Standardized cycle testing and emissions compliance checks.
StartWarmupAgent
Cold start analysis and warmup phase optimization.
DFCAgent
Diagnostic Trouble Code analysis and correlation.
IUPRAgent
In-Use Performance Ratio monitoring for OBD-II.
CANBusOffAgent
Bus health monitoring and error frame analysis.
3D Empirical Maps
Generate production-ready BSFC and efficiency maps using Kriging and RBF interpolation. Visualize operating points in interactive 3D.
Misfire Detection
9 advanced algorithms (CSVA, FFT, ML-based) to detect and analyze engine misfires with precision.
Transmission Analysis
Automatic detection of gear hunting events and shift quality analysis. Correlate speed and RPM instantly.
Real-Time Dashboard
Interactive Plotly visualizations with LTTB downsampling for handling gigabyte-scale datasets smoothly.