Company

Scalnyx is a deeptech company that develops causal AI for the most demanding regulated environments.

The only French team specialized in Causal AI

A team of researchers, engineers, and domain experts turning scientific rigor into concrete decisions, serving organizations where errors are not an option.

Scalnyx was born from a simple observation: in complex environments, prediction is no longer enough. You need to understand why decisions produce their effects.

Founded in 2019, the company brings together a team of experts in econometrics, quantitative finance, data science, and decision systems, over 80% of whom hold a PhD. At the crossroads of academic research and industrial challenges, Scalnyx turns scientific complexity into operational capability.

Under the leadership of Charly Bechara, the ambition is clear: to build not just tools, but an infrastructure capable of producing explainable, simulable, and reliable decisions.
Today, Scalnyx supports sectors where every decision carries critical risk, bringing a new way of reading reality that is causal, rigorous, and actionable.

"We don't just build tools. We build the engine for decisions grounded in understanding causes."

— Charly Bechara

The Scalnyx team

Leadership

Deep expertise in causal AI and regulated finance.

Our mission

Turning knowledge into concrete, explainable, and controlled decisions.

We design artificial intelligence grounded in scientific innovation and domain expertise. Our approach goes beyond simple prediction to deliver an understanding of real mechanisms, thereby informing strategic decisions in complex and critical environments.

Understand root causes rather than correlating signals

Make decisions explainable and controllable

Transform data into concrete levers for action

Values

Scientific excellence

We apply the highest standards of methodological rigor and analytical precision. Our work is built on recognized expertise, validated approaches, and concrete demonstrations.

Innovation

We explore and develop advanced scientific approaches to solve complex problems, particularly in environments where traditional models reach their limits.

Respect

We treat every colleague, client, and partner with high standards, attentiveness, and fairness. Teamwork and the quality of interactions are at the heart of how we operate.

Kindness

We foster a work environment built on trust, growth, and empowerment. Collective intelligence is a prerequisite for performance.

Inclusion

We value diversity of backgrounds, cultures, and profiles. We build an open, demanding, and accessible workplace for everyone.

Careers

Join us to build causal AI together.

Our R&D team is growing and we are seeking permanent R&D engineer positions in the area of Data Science & Causality, Financial Engineer, and Software Engineer. We value creative people and we believe in the uniqueness of each person, and that by embracing diverse ideas and working together as a unified team, we can strive for excellence.

If you are interested to kickstart your career in a dynamic startup environment, solve real-life problems, and be responsible for pushing your ideas to products, let's talk!

Send your CV and cover letter to careers@scalnyx.com