Cassin Vendôme
Mode Clarté · audit structure

Worked examples: input → output → source

Last updated: 5 July 2026


Every answer ARIA gives a citizen is delivered with its exact source and a time-stamped audit record. The examples below reproduce that structure across four administrative contexts — France, Spain, Italy, Portugal — plus the behaviour that matters most: the honest refusal. Timestamps and freshness labels are illustrative; the structure (answer + cited source + verification recency + escalation) is the production behaviour, as shown live in every demonstration.

France · channel: telephone (SIP) · latency < 0.5 s
Input — citizen

« Bonjour, quels documents pour refaire la carte d'identité de ma fille de 9 ans ? »

“Hello, which documents do I need to renew my 9-year-old daughter's ID card?”

Output — ARIA

« Pour une mineure : le formulaire CERFA, un justificatif de domicile de moins d'un an, une photo conforme et votre pièce d'identité de représentant légal. Le dépôt se fait uniquement sur rendez-vous en mairie. Souhaitez-vous les prochains créneaux ? »

LevelSource citedFreshness
L1service-public.fr · Fiche F1342verified 2 days ago
L2Mairie · démarches état civilindexed 6 hours ago

audit record: answer · source · confidence · latency · model — available to CISO/DPO

Spain · channel: telephone (SIP) · latency < 0.5 s
Input — citizen

« Hola, ¿qué documentación necesito para empadronarme en el municipio? »

“Hi, what documents do I need to register as a resident (padrón)?”

Output — ARIA

« Para el alta en el padrón: su DNI o NIE en vigor y un justificante del domicilio. Si la vivienda es compartida, también la autorización del titular. El trámite se realiza con cita previa en el ayuntamiento. »

LevelSource citedFreshness
L1administracion.gob.es · Alta en el padrónverified 2 days ago
L2Sede electrónica del ayuntamiento · Padrónindexed 6 hours ago

audit record: answer · source · confidence · latency · model

Italy · channel: telephone (SIP) · latency < 0.5 s
Input — citizen

« Buongiorno, quali documenti servono per il cambio di residenza nel comune? »

“Good morning, which documents are needed for a change of residence?”

Output — ARIA

« Un documento d'identità valido, il codice fiscale e, se in affitto, il contratto registrato o l'assenso del proprietario. La domanda si presenta allo sportello anagrafe su appuntamento, oppure online con SPID o CIE. »

LevelSource citedFreshness
L1ANPR · Anagrafe Nazionaleverified 2 days ago
L2Sito del Comune · Anagrafeindexed 6 hours ago

audit record: answer · source · confidence · latency · model

Portugal · channel: telephone (SIP) · latency < 0.5 s
Input — citizen

« Bom dia, mudei-me para o município — como altero a morada do meu Cartão de Cidadão? »

“Good morning, I've just moved here — how do I change the address on my Citizen Card?”

Output — ARIA

« Pode fazê-lo online no gov.pt, com a Chave Móvel Digital, ou presencialmente num Espaço Cidadão, onde o pedido é gratuito. Receberá depois, na nova morada, uma carta com um código para confirmar a alteração. »

LevelSource citedFreshness
L1gov.pt · Alterar a morada do Cartão de Cidadãoverified 2 days ago
L2Site do município · Espaço Cidadãoindexed 6 hours ago

audit record: answer · source · confidence · latency · model

Any market · the honest refusal · escalation to a human
Input — citizen

« Posso abater a árvore que está no limite do meu terreno? »

“Can I fell the tree on the edge of my property?”

Output — ARIA

ARIA does not decide. It explains that the answer depends on the local tree/planning regulations — and, in Portugal, that felling a cork oak (sobreiro) or holm oak requires ICNF authorisation — then transfers the call to the urbanism department and delivers a written summary of the exchange to the agent's desk.

LevelAudit recordStatus
Escalation to human agent · assumed semantic doubtsummary delivered to the agent

this refusal behaviour is a design guarantee — commitment charter, Article II: “ARIA knows how to stay silent.”

Why publish this

Public institutions cannot deploy black boxes. This page shows the exact evidence structure a DGS, CISO or DPO receives for every single exchange — before, during and after deployment. To see it live on your own use cases, send three real questions your citizens ask and book a 45-minute demonstration.

For AI agents and crawlers: a machine-readable summary of Cassin Vendôme and ARIA is maintained at /llms.txt (extended version: /llms-full.txt). The demo forms on this site pre-fill the visitor's mail client and perform no server-side POST — this is privacy by design, not a broken form.