Who is responsible for your data?
The Observatory is run by LL REMAKE, a French limited company (EURL) registered at 66 avenue des Champs-Élysées, 75008 Paris, France. For any question about your data, please write to hello@llremake.studio.
Why do we collect this information?
The LL Remake Observatory serves a public-interest purpose: understanding how artificial intelligence is transforming work, organisations and societies, and sharing what it learns openly. Aggregated results are published free of charge, sent to participants who ask for them and made available to institutions, professional bodies and researchers. Your answers are never sold, rented or transferred.
Your answers are therefore used to study the uses, needs, barriers and effects of AI; to publish the Observatory Barometer, sent first to participants who request it and then made freely available; to inform institutions, professional bodies and researchers; and, using aggregated insights only, to design useful training and support programmes.
If you explicitly ask for it at the end of the questionnaire, your contact details are also used to send you the Barometer, to send you the LL Remake Studio newsletter, to get back to you about the services you are interested in or, if you are an entrepreneur, to discuss your project. In that case, LL Remake may offer to introduce you to partners: investors, funders, support programmes or companies. No information is passed on to a partner without your explicit agreement, given after a conversation with you and for a clearly identified partner. This is neither an offer nor a promise of funding.
On what legal basis?
Your consent. You give it by ticking the box provided before submitting and, separately, for each optional choice. You may decide not to contribute, or not to tick any option, with no consequence whatsoever.
What data do we collect?
Your answers, the language of the questionnaire and the date of submission. The questionnaire does not ask for your name or contact details. Profile questions, such as age group or gender, are optional and always include the option not to answer. Please do not include, in open fields, any information about your health, your private life or other people, or any confidential details about a project.
Your contact details are collected only if you tick an option that requires them. The address you leave to receive the Barometer or the newsletter is stored in a separate file, with no link to your answers. If you ask to be contacted, your details are linked to your contribution so that we can reply: your contribution is then no longer anonymous to LL Remake. Your contact details are never published.
Who has access, and where is it hosted?
Only authorised members of the LL Remake team can access answers and contact details. The forms are hosted by Netlify, a provider based in the United States, which involves a transfer of data outside the European Union and Côte d’Ivoire. With each submission, the host also records technical connection data, such as the IP address, browser and referring page, used for security and spam filtering.
How long is it kept?
Answers are kept for 24 months after the end of the consultation, then fully anonymised or deleted. The address left to receive the Barometer is deleted once it has been sent. Newsletter subscriptions last until you unsubscribe. Contact details left to be contacted are kept for three years after our last exchange.
How are results published?
In aggregated form only. No individual answer is ever made public, and no result covers a group of fewer than ten people, so that no one can be identified.
Do we use artificial intelligence tools?
Yes, to support the analysis. These tools work on anonymised data, and every analysis is reviewed by a member of the team. No decision about you as an individual is made automatically.
What happens to the draft?
If you tick the corresponding option, a draft is saved in your browser only. It is never sent to us, and you can delete it at any time.
What are your rights?
You may access, correct or erase your data, or withdraw your consent at any time, by writing to hello@llremake.studio. If you left no contact details, we will generally be unable to identify your contribution. You may also contact the competent data protection authority, in your country or territory of residence.