Selection processes in France are governed by a comprehensive legal and regulatory framework that prioritizes fairness, non-discrimination, and equal opportunity. French labor laws explicitly prohibit discrimination based on twenty-five criteria, including sex/gender, ethnicity, disability, and age. Despite these protections, disparities persist, fueling ongoing policy debates and legislative refinements. Regulatory bodies such as the Defender of Rights oversee compliance and promote unbiased hiring practices. However, implicit biases and structural barriers continue to influence employment decisions, challenging efforts to achieve true workplace equality. Employers must balance legal obligations, diversity objectives, and test validity while adapting to evolving EU regulations, such as the AI Act (2024). The introduction of diversity labels and corporate social responsibility initiatives reflects a proactive commitment to fostering inclusive workplaces. Yet enforcement challenges remain, as rising reports of workplace discrimination highlight persistent gaps. Several recommendations have been proposed to mitigate discrimination without compromising the quality and effectiveness of selection methods.