ASPEN FLEET INTELLIGENCE

Transform your NVIDIA Jetson fleet
into a self-healing ecosystem

Transform your NVIDIA Jetson fleet into a self-healing ecosystem.

24H+

Manual incident fix time

2–10 min

Incident fix time with Aspen

> 120x faster

Incident resolution time

Hidden costs of lagging
fleet monitoring

Modern fleets generate enormous volumes of data, but real-time monitoring remains limited. As devices operate for hours without oversight, critical failures often go completely unnoticed.

By the time issues surface during manual review, data has already been corrupted, incidents have compounded, and SLAs are missed with no early warning.

The Old Way

Camera obstruction and degradation

Sensors become blocked / misaligned

Models drift or fail silently

Corrupted data continues to stream

Aspen Way

Detect anomalies in real time

Diagnose the exact root causes

Auto-resolve incidents in minutes

Protect data quality

Maintain SLAs automatically

Zero-Touch Resolution

Continuous uptime through

spatial intelligence

01

Ingest Data Stream

Ingest telemetry, detections, and device metrics

02

Establish Baseline

Aspen learns what normal data looks like

03

Detect Deviation

Detect deviations instantly

03

Diagnose Root Cause

Diagnose root causes automatically

04

Self-Healing

Resolve incidents at the edge in minutes

Proven results across
fleet optimization use cases

Hardware Issues

Aspen identifies when hardware issues result in data quality losses, understands the impact and offers mitigation strategies

Performance Deviation

Aspen detects anomalies before they affect production data, and helps you understand when to roll changes back

Model Anomalies

Aspen helps you monitor model performance and suggests fixes that restore normal inference without data-quality loss

Hardware Issues

Aspen identifies when hardware issues result in data quality losses, understands the impact and offers mitigation strategies

Performance Deviation

Aspen detects anomalies before they affect production data, and helps you understand when to roll changes back

Model Anomalies

Aspen helps you monitor model performance and suggests fixes that restore normal inference without data-quality loss

Next Steps

Stay operational with Aspen

Use spatial intelligence to eliminate downtime, protect data quality, and guarantee SLA performance across your entire fleet.