One year ago, ORAILIX was founded with one ambition: to develop innovative hybrid approaches at the intersection of machine learning and operational research. In its first year, this vision became a reality thanks to strategic collaborations with major players such as SNCF and Crédit Agricole. Our teams have conducted significant research on several fronts: The design of ethical, robust, secure, and explainable AI systems. The application of reinforcement learning and optimization for the management of complex infrastructures. The development of solutions geared towards the operational challenges of our partners. This fruitful year was marked by an active presence in the international innovation ecosystem, notably at VivaTech 2025, at Google, and at Columbia University, where we shared our commitment to responsible AI. We are proud of the trust our partners have placed in us and are excited to continue our work to meet the technological challenges of tomorrow.