Saveurs d'Étoile
AI-Powered Visual Search
Designed for Ambiguity
"Saveurs d'Étoile Catalog is an AI-assisted semantic retrieval system designed to support sales and negotiation in real time, where speed, clarity, and human control are critical."
Case No. 042
Key Features
Built an AI-powered visual search engine allowing sales teams to retrieve relevant images using natural language concepts
Designed for live client interactions, prioritizing low latency and usability over theoretical search accuracy
Precomputed semantic intelligence through AI-driven tagging and description pipelines to avoid real-time processing of heavy assets
Accepted and designed around semantic ambiguity, using AI to surface visual ideas rather than enforce interpretation
Kept humans in control, allowing salespeople to refine intent dynamically during conversations
Engineered for enterprise constraints: tablets, mobile networks, large files, and minimal API round-trips
Implemented explainable results, exposing tags and descriptions to maintain trust in returned images
Scoped the system deliberately to avoid premature complexity and uncontrolled costs
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"Saveurs d'Étoile shows how AI can enhance human persuasion and decision-making in sales contexts — without slowing down, over-automating, or breaking trust."