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
ArchitectureA 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 termData sovereignty
RegulationThe actual, enforceable control over who can access data — not just where it is stored.
Open termEU AI Act
RegulationThe EU’s AI regulation that classifies AI systems by risk and sets concrete duties for high-risk applications.
Open termInference
ConceptThe process in which a trained AI model responds to a concrete request — the actual ‘use’ of a model.
Open termLatency
ArchitectureThe time between request and response — for AI services a decisive measure of user experience.
Open termNIS2
RegulationThe EU’s cybersecurity directive that extends security duties to many industries — with liability for management.
Open termOn-premise AI
ConceptAI models that run on your own hardware in your own data centre — instead of as a rented cloud API.
Open termOpenAI-compatible API
ArchitectureAn interface that understands the same calls as the OpenAI API — existing applications keep working without a rebuild.
Open termQuinta gateway
ArchitectureThe operating layer in front of the inference engine: it steers access, queue and orchestration and turns a bare engine into a resilient service.
Open termSovereign AI
ConceptAI whose data, models and operation stay fully under your own control — without dependence on an external provider.
Open termThroughput
ArchitectureThe volume of requests a system successfully processes in a given time — the measure of scalability under load.
Open termToken
EconomicsThe smallest billing and processing unit of a language model — roughly a word fragment. Cloud AI is paid per token.
Open termUS CLOUD Act
RegulationA US law that can compel US providers to hand over data — even when it is stored in Europe.
Open termvLLM
ArchitectureAn open-source high-performance engine that runs large language models efficiently — the motor, not the operating layer.
Open term