



ABOUT
ABOUT
ABOUT
Making AI trustworthy.
It's our mission.
Making AI trustworthy.
It's our mission.



TrustalAI was born from a simple observation: AI is everywhere, but no one knows when it makes mistakes. We spent 2 years in R&D to solve this problem. Today, our solution is operational.
TrustalAI was born from a simple observation: AI is everywhere, but no one knows when it makes mistakes. We spent 2 years in R&D to solve this problem. Today, our solution is operational.



2024
Start of R&D. Maryem Fadili is developing a novel scientific approach to quantify the uncertainty of each AI prediction in real time.



2024
Start of R&D. Maryem Fadili is developing a novel scientific approach to quantify the uncertainty of each AI prediction in real time.



2024
Start of R&D. Maryem Fadili is developing a novel scientific approach to quantify the uncertainty of each AI prediction in real time.



2025
First field validation. The PoC with the VEDECOM Institute proves the technology on real data: probabilistic sensor fusion for autonomous vehicles and Smart Cities.



2025
First field validation. The PoC with the VEDECOM Institute proves the technology on real data: probabilistic sensor fusion for autonomous vehicles and Smart Cities.



2025
First field validation. The PoC with the VEDECOM Institute proves the technology on real data: probabilistic sensor fusion for autonomous vehicles and Smart Cities.



2026
Creation of TrustalAI. Julien Roy and Maryem Fadili founded the company to industrialize this technological component and make it accessible to all AI systems. Today, the solution is 100% operational and ready for your industrial deployments.



2026
Creation of TrustalAI. Julien Roy and Maryem Fadili founded the company to industrialize this technological component and make it accessible to all AI systems. Today, the solution is 100% operational and ready for your industrial deployments.



2026
Creation of TrustalAI. Julien Roy and Maryem Fadili founded the company to industrialize this technological component and make it accessible to all AI systems. Today, the solution is 100% operational and ready for your industrial deployments.
our values
our values
our values
What guides us
Ensure reliability
Each decision made by an AI system must be measured, qualified, and actionable. Not afterward. In real-time.
Ensure reliability
Each decision made by an AI system must be measured, qualified, and actionable. Not afterward. In real-time.
Ensure reliability
Each decision made by an AI system must be measured, qualified, and actionable. Not afterward. In real-time.
Automate
Enable industrial systems to automatically adapt their behavior according to the level of AI confidence, without systematic human intervention.
Automate
Enable industrial systems to automatically adapt their behavior according to the level of AI confidence, without systematic human intervention.
Automate
Enable industrial systems to automatically adapt their behavior according to the level of AI confidence, without systematic human intervention.
Innovate
Accelerate the deployment of AI by making its reliability explicit, controlled, and certifiable on a large scale.
Innovate
Accelerate the deployment of AI by making its reliability explicit, controlled, and certifiable on a large scale.
Innovate
Accelerate the deployment of AI by making its reliability explicit, controlled, and certifiable on a large scale.
the team
the team
the team
A team of experts at your service

Julien Roy
Co-Founder & CEO
With nearly 15 years of experience in the industry, aerospace, and defense, in roles related to commercial management and P&L management within Microsoft and Capgemini, Julien has a very strong passion for technology, AI, and the IT/OT convergence in constantly evolving environments.

Julien Roy
Co-Founder & CEO
With nearly 15 years of experience in the industry, aerospace, and defense, in roles related to commercial management and P&L management within Microsoft and Capgemini, Julien has a very strong passion for technology, AI, and the IT/OT convergence in constantly evolving environments.

Julien Roy
Co-Founder & CEO
With nearly 15 years of experience in the industry, aerospace, and defense, in roles related to commercial management and P&L management within Microsoft and Capgemini, Julien has a very strong passion for technology, AI, and the IT/OT convergence in constantly evolving environments.

Maryem Fadili
Co-Founder & CTO
Research engineer in AI and data fusion applied to robotics for over 12 years. She specializes in perception, uncertainty modeling, and model reliability evaluation. She conducts her work within renowned organizations such as VEDECOM and IGN, at the interface between cutting-edge academic research and the industrial deployment of critical AI systems, particularly in robotics, autonomous systems, and smart mobility. She participates in several French and European scientific projects.

Maryem Fadili
Co-Founder & CTO
Research engineer in AI and data fusion applied to robotics for over 12 years. She specializes in perception, uncertainty modeling, and model reliability evaluation. She conducts her work within renowned organizations such as VEDECOM and IGN, at the interface between cutting-edge academic research and the industrial deployment of critical AI systems, particularly in robotics, autonomous systems, and smart mobility. She participates in several French and European scientific projects.

Maryem Fadili
Co-Founder & CTO
Research engineer in AI and data fusion applied to robotics for over 12 years. She specializes in perception, uncertainty modeling, and model reliability evaluation. She conducts her work within renowned organizations such as VEDECOM and IGN, at the interface between cutting-edge academic research and the industrial deployment of critical AI systems, particularly in robotics, autonomous systems, and smart mobility. She participates in several French and European scientific projects.

Théo Rabut
AI reliability researcher
Doctor in computer science from LIRIS, a leading French laboratory, Théo is an expert in applied AI, reliability, and optimization. With 6 years of experience at the intersection of academia and industry, he applies his cutting-edge research to complex sectors. He transforms this exceptional scientific rigor into concrete and ultra-high-performance technological solutions.

Théo Rabut
AI reliability researcher
Doctor in computer science from LIRIS, a leading French laboratory, Théo is an expert in applied AI, reliability, and optimization. With 6 years of experience at the intersection of academia and industry, he applies his cutting-edge research to complex sectors. He transforms this exceptional scientific rigor into concrete and ultra-high-performance technological solutions.

Théo Rabut
AI reliability researcher
Doctor in computer science from LIRIS, a leading French laboratory, Théo is an expert in applied AI, reliability, and optimization. With 6 years of experience at the intersection of academia and industry, he applies his cutting-edge research to complex sectors. He transforms this exceptional scientific rigor into concrete and ultra-high-performance technological solutions.

Mayssa Jaziri
Applied Research Engineer
Research engineer in AI, Mayssa developed her expertise at Kentyou, a deep-tech startup originating from the prestigious CEA List institute. With 3 years of hybrid experience, she designs innovative algorithms to address complex business challenges. She now excels at transforming cutting-edge technological advancements into concrete and efficient industrial solutions.

Mayssa Jaziri
Applied Research Engineer
Research engineer in AI, Mayssa developed her expertise at Kentyou, a deep-tech startup originating from the prestigious CEA List institute. With 3 years of hybrid experience, she designs innovative algorithms to address complex business challenges. She now excels at transforming cutting-edge technological advancements into concrete and efficient industrial solutions.

Mayssa Jaziri
Applied Research Engineer
Research engineer in AI, Mayssa developed her expertise at Kentyou, a deep-tech startup originating from the prestigious CEA List institute. With 3 years of hybrid experience, she designs innovative algorithms to address complex business challenges. She now excels at transforming cutting-edge technological advancements into concrete and efficient industrial solutions.



partners
partners
partners
Together, we move forward
VEDECOM Institute
The Institute's mission is to be an operational player in innovation, research, and training, applied to transport and mobility
VEDECOM Institute
The Institute's mission is to be an operational player in innovation, research, and training, applied to transport and mobility
VEDECOM Institute
The Institute's mission is to be an operational player in innovation, research, and training, applied to transport and mobility
careers
careers
careers
In search of talents
We are building the team that will make AI reliability a global standard.
Want to contribute? Check our job openings or send us your application.
We are building the team that will make AI reliability a global standard. Want to contribute? Check our job openings or send us your application.
We are building the team that will make AI reliability a global standard.
Want to contribute? Check our job openings or send us your application.




