{"slug":"sinyi-realty-s-ai-intelligent-recommendation-system-personalizes-property-matching","url":"https://findausecase.com/use-cases/sinyi-realty-s-ai-intelligent-recommendation-system-personalizes-property-matching","title":"Sinyi Realty's AI Intelligent Recommendation System personalizes property matching","description":"Sinyi Realty, Taiwan's leading real estate solutions provider, built an AI Intelligent Recommendation System (launched May 2022) on the Databricks Data + AI Platform and Delta Lake, using machine learning to power its Property Recommender Solutions and match properties to buyers based on consumer-centric behavioral and demographic attributes. The system delivered a 200% increase in website click-through rates, a ~30% increase in customer conversions, and a 20% increase in property closing rates.","company":"Sinyi Realty","industry":"Real Estate","aiCapabilities":["Recommendation & Personalization"],"technology":["Databricks Data + AI Platform","Delta Lake","Unity Catalog"],"deployment":"Public Cloud","problemStatement":"Sinyi Realty's roughly one petabyte of property, behavioral, demographic and session data sat in disparate, complex-to-scale legacy Microsoft SQL Server data warehouses without a single source of truth, leaving data teams unable to efficiently build pipelines or gain accurate insights for decisions.","solutionApproach":"Sinyi Realty modernized its data infrastructure on the Databricks Data + AI Platform and Delta Lake, unifying data into a common view to power its in-house Property Recommender Solutions and Property Matching System, which uses machine learning to deliver real-time, personalized property recommendations to customers, with Unity Catalog improving efficiency for analysts, scientists and engineers.","businessValue":"Since launching its AI Intelligent Recommendation System, Sinyi Realty saw a 200% increase in website click-through rates, a ~30% increase in customer conversions and a 20% increase in property closing rates, driven by a 7% increase in property impressions and 3% increase in click-through rate that together produced a 20% surge in the recommendation page's conversion rate.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/sinyi-realty","dates":{"publishedAt":"2026-09-25T05:47:39.005Z","publishedAtSource":"pipeline","updatedAt":"2026-09-25T05:47:39.005Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/sinyi-realty-s-ai-intelligent-recommendation-system-personalizes-property-matching. Bulk republication requires permission."}