We are proud to announce the publication of our 2025 Research & Innovation Yearbook!
More than just an annual review, this document marks a structural shift in the way we design and conduct research. Innovation is no longer seen as a simple technological promise, but as a demanding discipline, confronted with the constraints of reality and the responsibilities implied by contemporary digital systems.
From transformation to innovation governance
In 2024, we affirmed our ability to transform scientific work into tangible innovations, integrated into our products and accessible to our users.
In 2025, we took a new step forward by defending a clear conviction: the value of an innovation is no longer measured by its novelty, but by its ability to be governed over time. Agentic platforms, trusted AI, economical software, dynamic replanning, and the circular economy… These challenges are part of our unified ambition to master complex systems deployed in direct contact with business uses and societal requirements.
Making uncertainty a scientific object
This year, we are making uncertainty a subject of research in its own right! Because recognizing what systems cannot do, implementing evaluation, tracking decisions, measuring impacts, calibrating autonomy, and documenting limitations have become central scientific activities.
This choice is necessary: any innovation evolving in sensitive and regulated environments must be explainable, measurable, and governable.
Research that advances through evidence and integration
Dense and richly documented, the 2025 Research & Innovation Yearbook brings together scientific references, product demonstrations, video testimonials, and feedback. It opens with reasoned predictions that respond to concrete challenges for our clients and, more broadly, for society. It is structured around our three laboratories integrated into the Research and Technological Innovation Department.
- Artificial Intelligence: Here you will find our work on agentic platforms and the orchestration of autonomous agents, as well as on trustworthy AI, integrating explainability, traceability, and robustness. Our goal is to design systems that are capable of acting while remaining controllable, auditable, and aligned with our clients’ responsibilities.
- Software Engineering: In this section, we examine the profound transformation of practices in the context of new work and productivity dynamics, and also reinforce advances in digital frugality through economical software. We no longer seek only to produce faster, but to measure the quality, maintainability, environmental impact, and sustainability of our software architectures.
- Industry 5.0: From concept to implementation, we look back at the successful implementation of Optim, a dynamic rescheduling tool. We share more broadly our understanding and integration of circular economy principles into our own industrial systems. Industry 5.0, focused on people, resilience, and sustainability, is thus translated into concrete projects deployed in production.
A dynamic collective and an international outlook
The projects presented demonstrate our maturity and our conviction: true innovation does not lie solely in technology. It lies in our collective ability to organize the transition from the laboratory to the product, without compromising on scientific standards or the realities of the field. That is why we also highlight our academic and industrial partnerships, as well as the highlights of the year, which reflect the collective dynamic of the team in our international ecosystem.
Download our 2025 Research & Innovation Yearbook free of charge and discover our projects, demonstrations, and applied research prospects!
Currently available in French, with English and Spanish versions coming soon
