Data Ingestion Engine

Telemetry Upload

Import your vibration metrics for multi-spectral analysis and ML-driven diagnostics.

CSV Ingestion Terminal

DUAL-MODE REPOSITORY PIPELINE

Standard Stream Data

Single machine telemetry

Required Columns

timestamp, value

Drop CSV or Browse

Dashboard Override

Full Fleet Intelligence

Supported Columns

machine_id, machine_name, dataset_id, dataset_name, upload_timestamphealth_score, status, last_anomaly, explanation, recommended_actionrms, freq, peaks, mean, std_dev, min, max, confidence_score

Drop CSV or Browse

Active Session Repository

0 STREAMS DETECTED

No telemetry streams ingested in current session

Spectral Integrity Protocol

Once uploaded, your telemetry is processed through our signal-engine to extract RMS energy and frequency harmonics. Head over to the Analysis Module to select your stream and view high-fidelity visualizations.