By LL REMAKE · 5 October 2026
On Monday 5 October 2026, LL REMAKE opens the Applied AI Observatory, a research and reflection space gathering professionals' views on what artificial intelligence is changing in their work, their organisations and their working lives.
Conversations about AI often swing between promise and concern. The people living the transformation every day, in a firm, a department, an SME or a public body, are rarely heard. The Observatory gives them a voice, in a structured way, to better understand what is really changing and what must be preserved.
Professions and work, employment and skills, working time and balance, data and trust, territories and languages, the value created and its impact. The Observatory brings together seven perspectives: technology, work, organisation, people, culture, territory and governance.
How can AI be governed without slowing innovation? How can AI help us become more human? In the age of AI, what will remain deeply human? These questions aim neither to reassure nor to alarm: they invite reflection.
The questionnaire takes a few minutes, in English or French. It is anonymous: no name or contact details are requested. Each part can be reviewed before sending. It is open to anyone aged 18 or over, anywhere in the world.
Answers are only used to publish aggregated, anonymous analyses. No result is published for a group of fewer than 10 responses. The full notice is available on the Observatory page.
The consultation is open from October to December 2026. An exploratory barometer will be published in January 2027.