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quinta.
Glossary
Architecture

Quinta gateway

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

The Quinta gateway sits between the applications and the inference engine (such as vLLM). It takes on exactly the tasks a bare engine does not handle: access control, admission control (bounded admission), orchestration of multiple nodes and logging for audit purposes.

The benchmark shows the value of this layer: across 31,200 requests and 512 concurrent connections the Quinta gateway achieved an 18× higher success rate than plain vLLM, at a latency of about 56 ms — on an NVIDIA DGX Spark with 128 GB. The engine was the same in both cases; the operating layer makes the difference.

This turns a model that ‘runs in principle’ into a service that stays predictable under real load — the prerequisite for productive use in an organisation.

From terms to operation.

In the demo we show what sovereign AI looks like in practice — on your hardware, with your data.