The CLEVYA blog

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In-depth articles for CIOs, CISOs and teams who want AI without letting their data leave. Sovereignty, Shadow AI, compliance: what matters, without the jargon.

Integration

n8n and CLEVYA: orchestrate your AI workflows without leaking data

n8n is excellent at orchestrating AI workflows. But when a node sends text to an LLM, the real data leaves for the cloud. CLEVYA sits in between so nothing sensitive gets out, and logs what does. A guide for CIOs, CISOs and DPOs.

Read the article › AI agents

What an AI agent needs to be truly reliable at work

An assistant that answers is not an agent. To entrust a real task to an AI in the enterprise, it needs hands, a framework, a budget, and a memory. An overview, without jargon.

Read the article › Sovereignty

Is a sovereign LLM enough to be sovereign?

Model sovereignty and data sovereignty are not the same: a GDPR-compliant European LLM still receives your real data. Our analysis.

Read the article › Security

Shadow AI: the invisible risk that most IT departments never see coming

Your teams already paste customer data, code and internal documents into consumer AI tools. Shadow AI is the IT blind spot: how to take it back under control.

Read the article › Economics

The real cost of agentic AI in the enterprise

The true cost of agentic AI goes well beyond the price of the models: margin on your tokens, ungoverned AI, missing guardrails. How to make it cost-effective.

Read the article › Anonymization

Local anonymization: how it works before an LLM call

Local anonymization before an LLM call: layered detection, consistent typed tokens, and a mapping table kept on the server. A technical guide for CIOs, CISOs, and DPOs.

Read the article › Compliance

GDPR and AI: What Is Actually Allowed When Processing Personal Data

What GDPR actually allows for AI on your data: legal basis, minimisation, health data, and why GDPR-compliant does not mean your data is safe.

Read the article › Compliance

EU AI Act 2026: What CIOs and CISOs Need to Prepare

The EU AI Act applies in stages, with a major deadline on 2 August 2026. Which obligations affect your enterprise AI use, and how to prepare for them.

Read the article › Sovereignty

AI Sovereignty: the difference between a contractual commitment and a technical proof

Not training models on your data is not enough if the real data still leaves for the cloud. The difference between a contractual commitment and a technical proof.

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