Product

The reliability layer for your AI vision systems

After 2 years of research and development, our solution is now operational and PoC-ready.

Request a demo

TrustalAI Vision qualifies, in real-time, the reliability of your 2D/3D vision models' predictions before they impact your system or operational decision.

Industrial vision systems are efficient in nominal conditions. But in real-world environments, several factors lead to instability, decreased performance, conservative decisions, or excessive human oversight:

Terrain variability (lighting, material, sensor wear)

Progressive drifts

Out of distribution situations

Unpredictable false positives / false negatives

estimate reliability

TrustalAI Vision estimates the reliability of each prediction in real-time and plug & play, without modifying your existing model.

Before TrustalAI

No sense of reliability

Before TrustalAI

No sense of reliability

After TrustalAI

Enriched prediction with reliability thanks to TrustalAI

After TrustalAI

Enriched prediction with reliability thanks to TrustalAI

AI predicts, TrustalAI tells you if it's reliable

The problem

AI optimizes at the cost of reliability

Today, AI optimizes overall performance, but very few AIs measure reliability with each detection or prediction.

Quantifying uncertainty is technically complex and research on this subject is very limited through the EU AI ACT

Companies focus on overall performance (accuracy, AP, etc.) rather than operational reliability

The existing tools (monitoring / drift) are based on open source like Evidently AI, which are useful for analysis but not designed for real-time, case-by-case prediction.

The problem

AI optimizes at the cost of reliability

Today, AI optimizes overall performance, but very few AIs measure reliability with each detection or prediction.

Quantifying uncertainty is technically complex and research on this subject is very limited through the EU AI ACT

Companies focus on overall performance (accuracy, AP, etc.) rather than operational reliability

The existing tools (monitoring / drift) are based on open source like Evidently AI, which are useful for analysis but not designed for real-time, case-by-case prediction.

Opportunity

The missing element

TrustalAI adds the missing element: reliability through the analysis of each prediction, in real-time and Plug & Play.

Opportunity

The missing element

TrustalAI adds the missing element: reliability through the analysis of each prediction, in real-time and Plug & Play.

Why us?

Why us, why now?

We fulfill a European strategic need

We are responding to a global demand: AI must be controllable.

We possess a rare combination: mastery of state-of-the-art AI and deep scientific expertise in metrology and uncertainty quantification.

Why us?

Why us, why now?

We fulfill a European strategic need

We are responding to a global demand: AI must be controllable.

We possess a rare combination: mastery of state-of-the-art AI and deep scientific expertise in metrology and uncertainty quantification.

Compatible with your existing architecture

Works with all vision AIs (including black box)

Compatible with 2D and 3D vision

Available Embedded SDK / Edge / Cloud API

Full integration into the ML pipeline (training / validation / inference)

No change to your algorithmic heart

Works with all vision AIs (including black box)
Compatible with 2D and 3D vision
Available Embedded SDK / Edge / Cloud API
Full integration into the ML pipeline (training / validation / inference)
No change to your algorithmic heart

Secure your AI
right now

Secure
your AI
now

Request a demo

TrustalAI Vision qualifies, in real-time, the reliability of your 2D/3D vision models' predictions before they impact your system or operational decision.

Terrain variability (lighting, material, sensor wear)

Progressive drifts

Out of distribution situations

Out of distribution situations

Unpredictable false positives / false negatives

estimate reliability

estimate reliability

Before TrustalAI

No sense of reliability

Before TrustalAI

No sense of reliability

After TrustalAI

Enriched prediction with reliability thanks to TrustalAI

After TrustalAI

Enriched prediction with reliability thanks to TrustalAI

AI predicts, TrustalAI tells you if it's reliable

AI optimizes at the cost of reliability

AI optimizes at the cost of reliability

The missing element

The missing element

Why us, why now?

Why us, why now?

Compatible with your existing architecture

Secure your AI right now

Secure your AI now

Secure your AI
right now

Secure
your AI
now