connected vehicles & autonomous systems

TrustalAI-Vision for drones, cars, trucks, shuttles, and mobile robots

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In an autonomous vehicle or a drone, a perception error is not just a simple bug.
It is a risk: safety, regulatory, financial, and reputational.

In an autonomous vehicle or drone, a perception error is not just a simple bug. It is a risk: safety-related, regulatory, financial, and reputational.

Real environments are unpredictable, dynamic, and uncontrolled:
changing weather, variable lighting, unexpected objects, complex human behaviors.

A layer of real-time reliability

TrustalAI-Vision brings a real-time reliability layer to embedded Vision AI.
We do not replace your perception models.
We ensure their level of confidence is reliable before a critical decision.

The problem

ADAS systems, autonomous vehicles, and drones heavily rely on:

Object detection

Semantic segmentation

Distance estimation

Obstacle classification

But:

Models can be deceived by rare situations

Actual conditions differ from training data

Systems do not always know when they are wrong

Result:

Decisions made with a false sense of certainty

Unexpected braking or absence of braking

Poor obstacle detection

Costly human oversight

The real challenge is no longer average performance.
It's the reliability in critical and unforeseen cases.

The problem

ADAS systems, autonomous vehicles, and drones heavily rely on:

Object detection

Semantic segmentation

Distance estimation

Obstacle classification

But:

Models can be deceived by rare situations

Actual conditions differ from training data

Systems do not always know when they are wrong

Result:

Decisions made with a false sense of certainty

Unexpected braking or absence of braking

Poor obstacle detection

Costly human oversight

The real challenge is no longer average performance.
It's the reliability in critical and unforeseen cases.

our solution

TrustalAI Vision: real-time embedded reliability

TrustalAI-Vision, our solution for drones and connected vehicles:

Evaluate the instant reliability of perception decisions

Detects out-of-distribution (OOD) situations

Generate an actionable confidence percentage for the decision system

Allows dynamic adaptation of autonomous behavior

Specifically:

Lane keeping if confidence is high

Switch to degraded mode if uncertain

Request for intervention or safe landing if there is a critical risk

We transform an AI perception system into a controllable, explainable, and certifiable system.

Reduce critical perception errors and human supervision, accelerate validation of perception stacks, speed up system certifications

Plug & Play

Real-time

Edge or Cloud API

Impact Business (ROI)

We enable autonomous vehicle and drone stakeholders to accelerate deployment while enhancing operational and regulatory confidence.

Reduction of critical incidents

Reduction of critical incidents

Reduction of critical incidents

Acceleration of approvals

Reduction of human supervision costs

Improvement of functional safety

Competitive advantage in public and industrial tenders

Autonomous Drones

(Inspection, Defense, Logistics)

Infrastructure inspection

Security & defense

Autonomous delivery

Industrial surveillance

Autonomous Drones

(Inspection, Defense, Logistics)

Infrastructure inspection

Security & defense

Autonomous delivery

Industrial surveillance

Autonomous Vehicles & ADAS

Detection of critical uncertainties

Reduction of false positives (unnecessary braking)

Reduction of dangerous false negatives

Improvement of functional safety

Autonomous Vehicles & ADAS

Detection of critical uncertainties

Reduction of false positives (unnecessary braking)

Reduction of dangerous false negatives

Improvement of functional safety

Secure your autonomous systems

Request a driver on vehicle or drone

Secure your autonomous systems

Request a driver on vehicle or drone

Secure your autonomous systems

Request a driver on vehicle or drone

A layer of real-time reliability

ADAS systems, autonomous vehicles, and drones heavily rely on:

But:

Result:

The real challenge is no longer average performance.It's the reliability in critical and unforeseen cases.

ADAS systems, autonomous vehicles, and drones heavily rely on:

But:

Result:

The real challenge is no longer average performance.It's the reliability in critical and unforeseen cases.

TrustalAI Vision: real-time embedded reliability

TrustalAI-Vision, our solution for drones and connected vehicles:

Specifically:

We transform an AI perception system into a controllable, explainable, and certifiable system.

Reduce critical perception errors and human supervision, accelerate validation of perception stacks, speed up system certifications

Impact Business (ROI)

Autonomous Drones

Autonomous Drones

Autonomous Vehicles & ADAS

Autonomous Vehicles & ADAS

Secure your autonomous systems

Secure your autonomous systems

Secure your autonomous systems

The real challenge is no longer average performance.
It's the reliability in critical and unforeseen cases.

The real challenge is no longer average performance.
It's the reliability in critical and unforeseen cases.