Reuse open data while preserving its context
Select a dataset, examine its licence, period and coverage, document transformations and provide useful attribution.
Read the practical method →CNIL · IA générative pour les TPE PME
Practical guidance for identifying generative-AI uses and adopting safeguards suited to small businesses.
Use this resource for a specific task.
Data and artificial intelligence · France
Open the original resourceWhen it helps
Prepare internal rules for an initial AI use in a small business.
How to start
Before an AI trial, identify information entering the tool and how answers are used. Examine the guidance and define permitted inputs, human review and trial stop conditions.
Limits to keep in mind
General guidance does not validate a provider or processing activity’s compliance. Examine the actual use and applicable rules.
Check before using
Three points to record with the decision.
- 01
Purpose and necessary data.
- 02
Provider conditions and data access.
- 03
Output validation before professional use.
A method and complementary resources.
CNIL · IA et conformité
Guidance, recommendations and a self-assessment framework for developing or using AI systems in line with the GDPR.
Explore this resource →DGE · Guide RAG
Practical guide to the use cases, prerequisites, costs and technical choices involved in a retrieval-augmented generation project.
Explore this resource →Source and verification
CNIL · IA générative pour les TPE PME — primary source. Link checked . The checklist is editorial guidance; link availability does not guarantee completeness or suitability.
Read the editorial method · Report a correction with its source