QDNASales and integration of LLM inference and training platforms, on-premises or hybrid

gironde.qdna.fr: a public-data platform in production

A living case study: the citizen wildfire tracker for the Gironde and the Landes, designed, deployed and operated by QDNA since July 2026.

Short answer. gironde.qdna.fr is a citizen information service that tracks wildfires in the Gironde and the Landes around the clock: 861 generated commune pages, fed by 28 public sources, updated in real time and served in production. QDNA, an architect of sovereign AI platforms — on-premises, hosted or hybrid — designed it, deployed it and operates it daily: it is the public demonstration of its complete chain, from raw data to published page.

The platform in figures

Generated pages861 commune pages, plus theme, intercommunal and daily history pages
Public sources28 sources, including NASA (FIRMS fire detection), Météo-France, ATMO Nouvelle-Aquitaine, the prefectures, the DGFiP and the BDIFF database
Frequencycontinuous updates, every page carries its last-modified date
Statusin production since July 2026, published by QDNA

What the site does

The service brings together in one place what official sources publish separately: satellite-detected active fires, air quality, communes under evacuation orders, closed roads, the history of burnt areas since 1949 and the budgets of the fire services. Every commune in the Gironde has its own page, generated from current data, with pointers to the instructions of the prefecture and FR-Alert, which remain authoritative.

How it is operated

The platform illustrates the QDNA method end to end: collecting and cross-checking 28 public sources, generating pages through AI-driven pipelines, server-rendered publishing at the network edge, complete JSON-LD structured data on every page, then daily operation with automated checks. The site itself states on every page that it is AI-fed and that not all of its information can be verified: transparency is part of the design.

Why this is a QDNA case study

Designing, installing and then operating a platform in production is exactly the service QDNA offers organisations: applied here to public environmental data, applied there to your applications, agents and chatbots on sovereign AI platforms. The site is published by QDNA and its structured data references the qdna.fr/#org organisation as publisher.

Visit the site: gironde.qdna.fr.

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