
OnePass
AI-Powered Data Unification and Enrichment
Product Catalog Enrichment with GenAI
OnePass sought to deliver a unified shopping experience across brands, but inconsistent and sparse product catalogue data limited search quality and AI-driven discovery. Vivanti implemented an LLM-assisted enrichment solution using Google Gemini and BigQuery to standardise, classify, and enhance product data at scale, supported by a structured framework for prompt management, evaluation, and quality control. The outcome was a unified, enriched catalogue with higher attribute coverage and improved discovery signals, strengthening search relevance and enabling future conversational and AI-driven search capabilities.














