Explore SANIA articles about use cases, deployment choices and practical questions around AI avatars in physical spaces.
We attended Atea Focus 2026 in Finland with two SANIA kiosks designed to support visitors throughout the event. From finding their way around the venue to exploring the programme, attendees could experience two complementary uses of our conversational AI avatars.
Read article →
Defining a multilingual persona and voice strategy ensures a coherent experience across a network of sites. This operational guide covers localization scope, persona variations by language, TTS/LLM mapping, linguistic workflows, quality tests and fallback rules.
Read article →
An operational framework to connect business objectives and measurable KPIs for an in‑store AI avatar pilot: which sources to link (POS, CRM, analytics, logs), how to attribute impact, experimentation methods and dashboard models to convince leadership.
Read article →
How to connect an AI avatar on a screen/kiosk to business systems (POS, inventory, CRM, booking) while ensuring data consistency, controlled latency and graceful degradation. An operational guide on architecture patterns, API design, cache strategies, testing and runbook.
Read article →
An operational guide to choose ASR, microphones, audio pipeline and UX strategies to achieve robust voice interaction on kiosks and screens in noisy, multilingual public spaces, with test checklists and a 24/7 maintenance runbook.
Read article →
Keeping the context of a conversation started on a site or app when a customer visits a store reduces friction and eases handling. This guide presents technical and UX patterns to transfer a web session to an interactive kiosk, rehydrate context via the knowledge base, and avoid operational pitfalls.
Read article →
À l’Intermarché de Villeneuve-de-Berg, en Ardèche, les clients peuvent désormais demander conseil à SANIA Sommelier directement au rayon vin. Cette nouvelle installation réalisée par ALLSAN répond à un besoin particulièrement important pendant l’été : accueillir et renseigner les nombreux touristes étrangers qui fréquentent le magasin.
Read article →
Frame your dialogues and microcopy for screens and kiosks: distinct UX rules for touch and voice, ready templates (1–3 turns), multilingual checklist, fallback-to-human strategy and guidance to prepare RAG ingestion of business documents.
Read article →
Moving from a pilot to a multi-site rollout requires clear governance, content templates, multilingual ingestion workflows and operational runbooks. This operational guide provides a decision checklist, organizational models and ready-to-use template examples.
Read article →
Operational checklist to deploy an AI reception avatar compliant with the GDPR: upfront decisions (DPIA, edge/cloud), voice or touch consent UX, log anonymisation and retention, transfers to LLM/CRM and required vendor clauses.
Read article →
Quel vin choisir pour accompagner un repas, offrir en cadeau ou partager à l’apéritif ? À l’Intermarché Équemauville, les clients peuvent désormais poser leurs questions à SANIA Sommelier, installé directement au rayon vin.
Read article →
How to combine an interactive AI avatar and a Sandisplay digital signage network to ensure smooth continuity between passive content and active interactions: priority scenarios, technical architecture, hybrid UX rules, multilingual constraints and an operational pilot checklist.
Read article →
An operational guide to draft an RFP for selecting a reception AI avatar on screen or kiosk: mandatory sections checklist, sample contract clauses and SLAs, and a usable evaluation grid to compare vendors.
Read article →
How to design and operate a reception AI avatar accessible to people with low vision, hearing loss or specific cognitive needs. UX principles, multimodal options (touch/voice), captions/sign-language, user test protocol and operational checklist for a physical pilot.
Read article →
Operational hardware brief to select and prepare a screen or kiosk for an AI reception avatar: specifications for touch, voice and hybrid setups, network and power preparation, acoustic and privacy constraints, and acceptance test protocols for reliable 24/7 service.
Read article →
An operational plan to consolidate and transform FAQs, IVR scripts and web content into a base suitable for an AI reception avatar. Practical steps: audit, prioritization, cleaning and transformation for RAG, pilot strategy and coexistence with IVR, multilingual tests and KPIs.
Read article →Operational protocol to validate the reliability of a reception AI avatar's responses in production: unit and end‑to‑end tests, multilingual test suites, human‑in‑the‑loop workflows, actionable metrics and acceptance/rollback criteria.
Read article →
An operational guide to rigorously test variants of prompts, RAG responses and personas on a welcome AI avatar. Method to define hypotheses, instrument conversations, choose KPIs, handle multilingual setups and manage rollout and rollback in production.
Read article →How to design operational observability for an AI reception avatar on screen or kiosk: prioritized logs and metrics, end-to-end tracing pattern (front → LLM → RAG → vector DB → integrations), dashboard examples, alert rules and runbooks while protecting privacy.
Read article →
An operational guide to estimate total cost of ownership (TCO) and build a business case for a pilot or rollout of a reception AI avatar, with a step-by-step model, budget checklist and ready-to-use assumptions template.
Read article →
For a store manager, an on‑screen or kiosk AI avatar can reduce repetitive requests and enrich the customer experience. This guide lists priority retail use cases, required system integrations, hardware choices and a pragmatic pilot plan to assess ROI.
Read article →
Allowing a reception AI avatar to perform real actions (booking, printing, door release, payment) requires secure architectures, idempotence patterns, clear UX confirmations and auditable traces. This guide provides a practical technical and operational checklist for screens and kiosks.
Read article →
How to structure, translate, ingest and test a multilingual knowledge base for a reception AI avatar to ensure coherence, relevance and cost control of RAG at a physical reception point.
Read article →
How to combine several LLMs for a reception AI avatar without sacrificing responsiveness, coherence or cost control? This operational guide provides routing rules, hybrid edge/cloud architectures, RAG scenarios, fallback rules and a production checklist for screens and kiosks.
Read article →
Découvrez comment Sania améliore l’accueil et le renseignement des clients de camping grâce à un avatar IA multilingue disponible 24h/24.
Read article →
How to architect an AI reception avatar to stay responsive during traffic peaks: edge vs hybrid cloud, cache and fallback strategies, scaling LLMs and vector DB, metrics and load tests to validate operational SLAs.
Read article →
Connecting a reception AI avatar to business systems requires architectural choices, automation scenarios and security constraints. This operational guide describes integration patterns, API and broker schemes, validations to perform and concrete examples for hospitality, ticketing and retail.
Read article →Deploying an AI avatar across a multi-site network requires specific organization around governance, local content management and maintenance. This article offers responsibility models, publication rules, operational watch points and a practical checklist for a controlled rollout.
Read article →
A well-defined persona turns a reception AI avatar into a useful, trustworthy interlocutor. This guide details persona components, the design method, voice and appearance choices, testing and common pitfalls to avoid.
Read article →Preparing the operation of a reception AI avatar ensures information quality, service availability and team confidence. This article explains how to structure roles, define daily processes, manage the knowledge base, prepare technical maintenance and govern the solution long term.
Read article →Choosing between voice interaction and a touch interface for a reception AI avatar on a screen or kiosk depends on the space, use cases and audiences. This article offers practical criteria, pros and cons for each mode, hybrid scenarios and a checklist to test the solution before launch.
Read article →.png&w=3840&q=75)
Coordinating a reception AI avatar with digital signage delivers clearer, more relevant information to visitors. This article explains why to coordinate, which architectures to consider, how to organize content and governance, and what tests and cautions to plan before deployment.
Read article →
A practical guide to prepare an AI avatar in a hotel: which use cases to prioritise, how to prepare content and governance, where to place the screen, how to run a pilot and which mistakes to avoid so the tool stays genuinely useful to staff and guests.
Read article →
The right location for an AI avatar on a screen or kiosk affects accessibility and user comfort. This guide covers visibility, ergonomics, acoustics, technical needs and accessibility to help plan a successful deployment.
Read article →
How an AI avatar on screens or kiosks can lower perceived wait time, guide visitors toward alternatives and help staff focus on complex cases.
Read article →How a multilingual AI avatar can improve visitor reception in a town hall, tourist office or museum. Practical benefits, technical criteria and deployment considerations for public-sector decision-makers.
Read article →