The result to aim for
Nukema, a subsidiary of the publisher Atexo, has integrated into its community software an assistant able to answer public order questions by quoting texts, after a first documentary chatbot.
What was done
According to France Num (testimony published on 3 June 2026), Nukema (about 90 employees, about 13 million euros in turnover, Île-de-France) first set up a chatbot to interview large guides and reduce support tickets related to the use of software. With the support of Hub France IA and the company Delos, the company then developed a tool capable of interrogating regulatory texts, including the Code of Public Order, and providing answers in accessible language. France Num indicates that several tools are now used in production; Legal assistance, particularly useful to small communities without specialised lawyers, is one of the most popular uses.In terms of internal teams, the company estimates to save between 30 and 40% time on certain development drives thanks to code support tools, with systematic editing. The models selected are these of The investment quoted is around EUR 200 000. The automatic generation of CCTV, assistance with CPV codes, bid analysis and detection of price anomalies are presented as planned projects, not as already generalized services.
Before you start
Tool cited by the source: Mistral. Gather the information the prompt asks for. Strip confidential data that is not needed and check your tool’s access terms. Features and plans can change.
The method, in three steps.
Gather the context
Gather the information described in the prompt.
Adapt the prompt
Copy the prompt below, replace the bracketed items, then paste it into Mistral.
Reread before using
Reread the result, correct it if needed and keep the final decision. Caveats are detailed below.
Your starting point.
Replace the bracketed items, then adapt the proposal to your situation. This prompt is written by the iadujour desk It is not a quotation from the source.
You're helping a public buyer. You answer only from the texts and guides provided: Question: Answer in clear French, in 15 lines maximum, and quote precise the text and article used. If the documents provided do not make it possible to conclude, say so and indicate what should be verified. This is not a final legal opinion: a human read again before any decision or publication.
What deserves your attention
Proof level: Testimony published by an identified source. Source checked on 10 November 2026. Use described by the source, not tested by the desk. Original summary written by iadujour.fr: figures and claims are the source’s; the prompt is a desk proposal, not a quotation.
Comments.
A field note, a question, a precision on this use case? Comments are reviewed before publication.
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