Empowering industry with open-source AI solutions
Our association supports industrial players in mastering key AI technologies to accelerate their integration in their systems.
By helping industrial stakeholders navigate the complexity of deploying AI, we enhance their technological autonomy, boost competitiveness, and strengthen their sovereignty.
Built on an open-source, community-driven approach, we serve as a key enabler for stakeholders to gain access to a dynamic ecosystem, learn from peers, and co-develop tools designed to ensure scalable, secure, and trustworthy AI adoption.
Who is the association for?
Enterprise & Industry
Companies building or integrating trustworthy AI into their products, services or operations.
Research organizations
Research labs contributing to scientific progress at the crossroads of AI and System Engineering.
Trustworthy AI technology providers
Start-ups and deep tech companies developing innovative technologies or services related to trustworthy AI.
Standard organizations
Standards organizations and regulatory bodies shaping frameworks and policies for responsible AI deployment.
Our activities
01. Distributing open-source assets and methodology
We develop, distribute and operate trustworthy AI tools in a pragmatic approach designed to serve organizations in order to accelerate the industrial deployment of trustworthy AI.
02. Leading and expanding the trustworthy AI community
We are committed to expanding the global community dedicated to industrial and trustworthy AI engineering by building strong connections with leading initiatives.
03. Supporting the transition to responsible AI
We support digital transformation by co-designing training courses for new professions and helping to build the skills of future trustworthy AI experts.
04. Ensuring regulatory compliance and contributing to standards
Our methodology and tools are aligned with current regulations and we actively contribute to shaping standards, placing trustworthy AI at the core of future regulatory landscapes.
Confiance.ai: our legacy

The association is created to perpetuate the results from the pioneering Confiance.ai program launched in 2021, which was a cornerstone of France's national AI strategy.
Confiance.ai created the first comprehensive ecosystem for trustworthy industrial AI, uniting research, startups, and industry. We now continue this mission by expanding the community and accelerating trustworthy AI adoption at industrial scale.