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.


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.
