Overview of the technical options that are actually available
Deploying AI without compromising confidentiality

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IA2025 V1 Article

Overview of the technical options that are actually available
Deploying AI without compromising confidentiality

Author : Romain FAREL

Publication date: July 10, 2026 | Lire en français

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3. Overview of the technical options that are actually available

Objective: to illustrate the range of possibilities, without making unrealistic promises.

Example

An “AI selection” committee went well at a pharmaceutical plant near Lyon. Not because they had found the best technology, but because they had accepted a simple truth: there is no silver bullet. There are families of options, each with its own hidden costs and blind spots. Once this reality was acknowledged, the discussion could proceed in a more constructive manner.

When ChatGPT is out of the picture, we very quickly come back to concrete trade-offs:

  • Where is the model running?

  • Who manages it?

  • Where do the logs go?

  • ...

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