The result to aim for
At Kaufman & Broad, Philippe Minier, DSI, has industrialised the analysis and comparison of the specifications of the BTP companies, classified in technical batches, to relieve the teams of repetitive tasks while keeping the human in the center.
What was done
LeMagIT (Philippe Ducellier, November 5, 2025). One of the use cases in production among a dozen, co-built with trades (quick wins). The ISD insists: "There is very little AI today in us without human intervention. Distinct control of plans and insurance certificates. No time limit for comparison or volume of estimate is published.
Before you start
Tool cited by the source: IA interne Kaufman & Broad. 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 the AI assistant you use. The cited tool (IA interne Kaufman & Broad) is not necessarily available to the public..
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.
Anonymised quot (lots, quantities, unit prices, exclusions): Technical batch: Comparison table: variances, missing items, clauses to be read again. No price. Report what's not in the experiments.
What deserves your attention
Proof level: Testimony published by an identified source. Source checked on 11 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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