THE MEDIA FOR AI THAT ACTUALLY HELPS.English edition · Understand & take action
Spotted on the web

Read thousands of dangerous goods classification documents

Use described publicly by FM Logistic — blog, Axelle Ratte (3 November 2025), summarised by the desk. Not tested by iadujour.

The result to aim for

At FM Logistics, a logistics company, Axelle Ratte states that the service concerned uses the generative AI to read thousands of classification documents, in order to store dangerous goods in accordance with the regulations.

What was done

Article from the blog FM Logistic of 3 November 2025, Axelle Ratte, Director Process, Methods and Industrialization. Named use: "the service concerned uses the general AI to read thousands of classification documents to ensure the proper management of dangerous goods, in accordance with the regulations." The company also uses GenAI applications via Google Workspace; Axelle Ratte says it is "premature to measure the gains in practice" while recognizing the administrative potential. Agentic AI tests (computer ticks, proof of delivery on carrier portals) are presented as tests, not retained here. The guide DGE 2026 describes another angle (security cards + RPA on site Seveso): the sheet is attached to the FM Logistic page read.

Before you start

Tool cited by the source: IA general (reading classification documents); other tools cited: General IA (classification documents). Fill in the bracketed items: [coller], [classe, stockage incompatible, EPI]. Strip confidential data that is not needed and check your tool’s access terms. Features and plans can change.

The method, in three steps.

  1. Gather the context

    Spot the bracketed items in the prompt ([coller], [classe, stockage incompatible, EPI]) and prepare what they ask for.

  2. Adapt the prompt

    Copy the prompt below, replace the bracketed items, then paste it into the AI assistant you use. The cited tool (IA general (reading classification documents)) is not necessarily available to the public..

  3. 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.

The prompt to customise
Extract from safety data sheet / classification document: [coller]. Question: [classe, stockage incompatible, EPI].

Answer only with what is written. Please quote the paragraph. If the document does not slice, write "uncut" rather than an invented class.

What deserves your attention

Company blog, without error rate or model name. An incorrect ADR/Seveso classification has a safety impact: an expert dangerous goods must validate before storage.
Origin of the case. Use described publicly by FM Logistic — blog, Axelle Ratte (3 November 2025).
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.
TO GO FURTHER

Other ideas to put to work.

The whole Admin theme
Admin

Prepare an association grant application file

Structure the project, budget and indicators based on the terms of reference of the funder and the actual data of the association.

Tool: Type: Practical case
Admin

Automatically turn an order email into a purchase order

An artisan covering the Loire-Atlantique has put in place a n8n stream with the AI which reads the orders received by e-mail, extracts the lines and creates them in its commercial software.

Tool: n8nType: Spotted
DISCUSSION

Comments.

A field note, a question, a precision on this use case? Comments are reviewed before publication.

Published comments

Loading comments…

    Leave a comment

    Moderation charter. Every comment is reviewed before publication. We refuse hate speech, insulting or discriminatory language, advertising, spam and promotional links, off-topic posts and other people’s personal data.