Because we are convinced that intellectual output (academic research, applied research, studies, etc.) helps shape emerging knowledge societies and contributes on an ongoing basis to the evolution of our educational programs and responsible practices in artificial intelligence in businesses and society, aivancity contributes, through various initiatives, to providing a scientific and critical perspective on AI practices.
The deployment of artificial intelligence (AI) is revolutionizing businesses and societies. Whether consciously, enthusiastically, anxiously, or with genuine strategies in place, how will this adoption unfold, and what will be the consequences?
Strategies, cost structures, and training will be impacted within companies. All internal departments are affected: production, finance, purchasing, legal, human resources, logistics, marketing, sales, customer relations, etc.
The perceptions and imaginations associated with artificial intelligence (AI) also need to be examined, as do the areas in which AI is transforming everyday life and its ethical implications.
It therefore seems essential to have a tool for monitoring and measuring the transformation of ecosystems linked to artificial intelligence (AI) within companies and society. To this end, aivancity, in partnership with Viavoice and the GCF, is setting up the aivancity Observatory of Responsible AI Practices in France.


Dr. Nathalie Devillier highlights the need for a rigorous framework to regulate AI, emphasizing the importance of ethical principles such as human dignity, non-discrimination, and transparency. Her research also addresses major advances in European regulation, which stands out for its innovative approach and commitment to protecting fundamental rights.
On the international stage, Nathalie Devillier examines the various strategies adopted by the major powers, from the collaborative approach of the European Union to China's centralized management and the United States' race for innovation. Her work calls for harmonized efforts to ensure AI that is safe, human-centered, and capable of responding to major global challenges.
She also explores complex issues related to copyright and the impact of technology on our legal systems. Faced with rapid innovations in AI, she asks crucial questions: Can AI be recognized as an author or inventor? How can current laws be adapted to technological developments?
Beyond legal frameworks, Nathalie Devillier is interested in the risks associated with new digital practices, as evidenced by her analysis of the TikTok Lite Rewards app, whose effects on the mental health of adolescents led to its ban in Europe. This study illustrates collective responsibility in creating a safe and ethical digital environment.

The future of AI depends on our ability to combine innovation, ethics, and regulation. It calls for increased vigilance in the face of potential abuses, while promoting trustworthy AI that respects fundamental rights, promotes fairness, and contributes to collective well-being.
Through her work, Nathalie Devillier provides unique and essential insights for professionals, students, and anyone interested in the challenges of AI and data.
This eBook aims to provide companies with a practical guide to defining and implementing a sustainable generative AI strategy. It is intended for CIOs, operational managers, business leaders, decision-makers, and department heads, offering them principles, practices, and concrete examples for integrating generative AI in an environmentally and socially responsible manner.


The initiative is based on three pillars: a manifesto to formalize the commitment of stakeholders, a practical guide to support methodology and tools, and a community to progress together. Supported by Renaud VEDEL, Coordinator of the National Strategy for AI, the initiative by Numeum and its partners brings together a network of stakeholders from different areas of AI.
