Sovereign AI Architecture · NSO Data Residency Demo

Labour Market Assistant on Sovereign Infrastructure

This demo illustrates how the EnStatX Labour Market AI Assistant can be deployed on sovereign, in-country infrastructure — replacing cloud-based LLMs with locally-hosted models to meet NSO data residency requirements. Statistical data is always fetched live from Eurostat and ILOSTAT official APIs.

Sovereign deployment replaces the cloud LLM layer with a self-hosted model (Falcon · Jais · Mistral · custom fine-tuned) running within the NSO's own jurisdiction. No query data leaves the country. The SDMX data pipeline, response formatting, and chart rendering are identical.

Labour Market Assistant

Eurostat · ILOSTAT · Claude AI

Live

Hello! I can query official labour market databases on your behalf — Eurostat for European countries and ILOSTAT for the rest of the world.

You can ask in any language, for example:

  • › "What was the unemployment rate in France from 2015 to 2023?"
  • › "Show me youth unemployment in Italy 2018–2022"
  • › "Labour force participation rate for women in Germany 2020"

Data sources: Eurostat · ILOSTAT

Demo note: This page connects to the EnStatX backend (Eurostat + ILOSTAT SDMX APIs, Claude AI layer). In a sovereign deployment, the Claude API call is replaced by a locally-hosted model running within the NSO's own infrastructure. Statistical values are always fetched live from official sources — never generated by AI. Always verify critical figures at the original source.

Sovereign Architecture

Data flow — current session

User Query

Natural language input

↓

LLM Layer

IN-COUNTRY

Falcon · Jais · Mistral

↓

SDMX API Call

Eurostat · ILOSTAT

↓

Official Statistical Data

Validated figures, live

↓

Response

IN-COUNTRY

Formatted + cited

Compatible sovereign LLMs:

Falcon (TII · UAE) Jais (G42 · UAE) Mistral (EU) Llama 3 (open) Custom fine-tuned

Session Metrics

0

Queries

—

Success rate

—

Avg. latency

—

Last source

Last API Parameters

Parsed from natural language query

// Parameters appear here
// after your first query

Modular LLM Layer

The AI layer is fully decoupled from the data pipeline. Any LLM — cloud or self-hosted — can be substituted without changing the SDMX integration.

No Statistical Hallucination

The AI never generates statistical values. All figures are fetched in real time from Eurostat or ILOSTAT SDMX APIs — validated official sources.

ICLS-Aligned Indicators

Employment, unemployment, NEET, labour force participation — all aligned with Eurostat, ILO/ICLS international standards.