Compliance, hosting and impact

An AI project is also judged on its framework: where the data lives, what regulation requires, what teams can do with it, and what the deployment consumes.

Compliance, hosting and impact · 10 min read

Getting an AI tool adopted: the rollout plan, from pilot to retiring the old process

A delivered AI tool is not a used one. Pilot users, training on real cases, go-to people, fast fixes, measuring real usage and retiring the old process.

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Compliance, hosting and impact · 10 min read

Sovereign AI: real requirement or sales argument?

Data location, provider law, open-weight models, SecNumCloud: when sovereign AI is a real requirement for your business, and what it costs you in choices.

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Compliance, hosting and impact · 10 min read

Shadow AI: framing the AI uses nobody declared

Your staff already use AI with their own tools. How to map that usage without a witch hunt, then frame it with a policy, official tools and data rules.

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Compliance, hosting and impact · 10 min read

Gemini 4 Argon: one million output tokens, and the question of control

Google announces Gemini 4 Argon, one million output tokens, restricted to cyber defense. What the source says, and how to control what no one can review.

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Compliance, hosting and impact · 11 min read

Securing an AI agent: prompt injection, data leakage and dangerous actions

Direct and indirect prompt injection, data leakage, excessive agency: concrete defences to secure an AI agent before it goes into production at your company.

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Compliance, hosting and impact · 10 min read

Claude Opus 5.5 and GPT-6 Sol in Copilot: what really changes for your company

Opus 5.5 and GPT-6 Sol are coming to Microsoft Copilot. We checked the announcement: in Europe, Claude stays off by default. Here is what you must decide.

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Compliance, hosting and impact · 12 min read

Managing and optimising AI costs in business: the CADRE framework

Licences, tokens, hidden costs: Kabaun Studio's CADRE framework to map, assign, size, reduce and govern AI spending across the company.

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Compliance, hosting and impact · 8 min read

AI Act: what already applies to your SMB in 2026

The AI Act already requires transparency from SMBs using AI since August 2026. Here is what applies now, what was postponed, and what comes next.

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Compliance, hosting and impact · 8 min read

Bringing your teams up to speed on AI

A team does not become competent because you handed out licences. The stages we see follow one another, what moves a team from one to the next, and the false signals of progress.

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Compliance, hosting and impact · 8 min read

Hosting an AI project in France: OVH, Scaleway or a hyperscaler

Which data reaches the AI model, where it is processed, under what law, and whether you can get it back: the questions before choosing a host.

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Compliance, hosting and impact · 8 min read

Carbon accounting and CSRD: where to start when you have never measured

The three Scopes explained plainly, the seven questions that locate your starting point, and why continuous collection beats re-keying.

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