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ADAS: reliable perception before every driving decision

In assisted driving, a perception error is not just a simple bug.
It is a risk to safety, compliance, and liability.

In assisted driving, a perception error is not just a simple bug. It is a safety, compliance, and liability risk.

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the problem

ADAS systems rely on:

Real-time object detection and tracking

Multi-sensor fusion (camera, lidar, radar, sonar)

Distance estimation

Obstacle classification

But:

Models are mistaken in rare cases

Actual conditions differ from the training data

The system does not always know when it is wrong

Models are mistaken in rare cases

Actual conditions differ from the training data

The system does not always know when it is wrong

Result

Ghost detections and missed obstacles

Unjustified emergency stops

Sensor fusion errors, causing accidents

Ghost detections and missed obstacles

Unjustified emergency stops

Sensor fusion errors, causing accidents

The EU AI Act classifies ADAS as high-risk, and SAE Level 3/4 homologation requires proven AI reliability.

The real challenge is no longer average performance.
It is real-time reliability in critical and unexpected cases.

TrustalAI brings a real-time reliability layer to your embedded perception. We do not replace your models. We guarantee their level of confidence before action.

TrustalAI brings a real-time reliability layer to your embedded perception. We do not replace your models. We guarantee their level of confidence before action.

TrustalAI brings a real-time reliability layer to your embedded perception. We do not replace your models. We guarantee their level of confidence before action.