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Glossary

Sovereign AI, term by term.

The central terms around AI operation, regulation and data sovereignty — briefly defined, cleanly linked, without the jargon fog.

Bounded admission

Architecture

A principle that admits only as many requests for concurrent processing as the system can safely handle — the rest wait in an orderly queue instead of crashing.

Open term

Data sovereignty

Regulation

The actual, enforceable control over who can access data — not just where it is stored.

Open term

EU AI Act

Regulation

The EU’s AI regulation that classifies AI systems by risk and sets concrete duties for high-risk applications.

Open term

Inference

Concept

The process in which a trained AI model responds to a concrete request — the actual ‘use’ of a model.

Open term

Latency

Architecture

The time between request and response — for AI services a decisive measure of user experience.

Open term

NIS2

Regulation

The EU’s cybersecurity directive that extends security duties to many industries — with liability for management.

Open term

On-premise AI

Concept

AI models that run on your own hardware in your own data centre — instead of as a rented cloud API.

Open term

OpenAI-compatible API

Architecture

An interface that understands the same calls as the OpenAI API — existing applications keep working without a rebuild.

Open term

Quinta gateway

Architecture

The operating layer in front of the inference engine: it steers access, queue and orchestration and turns a bare engine into a resilient service.

Open term

Sovereign AI

Concept

AI whose data, models and operation stay fully under your own control — without dependence on an external provider.

Open term

Throughput

Architecture

The volume of requests a system successfully processes in a given time — the measure of scalability under load.

Open term

Token

Economics

The smallest billing and processing unit of a language model — roughly a word fragment. Cloud AI is paid per token.

Open term

US CLOUD Act

Regulation

A US law that can compel US providers to hand over data — even when it is stored in Europe.

Open term

vLLM

Architecture

An open-source high-performance engine that runs large language models efficiently — the motor, not the operating layer.

Open term