Child Collection (Company, Location, etc.)

Child Property Mapping (Company, Location, Department, etc.)

Failure Engineering (Company, Location, Department)

Child Filtering (Company, Location, Department, Failure Mode, Cause)

Child Validation (Company, Model, P/N, Cause, etc.)

Safety (Company, Model, Vehicle, Vehicle Component, etc.)

Finalization (Finalize Selection & Reporting)

Outputs (Responsibility)

Submit Responses

Survey System (Google Forms)

Share Raw Data

Survey Database (Google Sheets/CSV)

Extract Data

Data Processing (Cleaning etc.)

Processed Dataset

Train/Test Split

ML Models (Training & Evaluation)

Predictions & Metrics

Model Outputs

Interpretation

Results & Dashboard

Reports & Insights

Researcher Admin