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From Data Swamps to Intelligent Discovery: Evolving AI-Powered Data Discovery at Wix-Yael Rafalovich

Wix Engineering Tech Talks — Jul 20, 2026 — talk

Why watch

This technical talk details Wix's journey evolving their AI-powered data discovery platform from RAG-based architecture to Model Assisted Generation (MAG). The speaker explains how leveraging advanced LLMs like Gemini 2.5 Flash with their full data model improved asset selection accuracy from 83% to 95%. The talk is designed for data engineers, ML engineers, and developers building enterprise AI systems who want to understand practical architectural patterns for intelligent data discovery.