Research 247 -UAE Featured In Gartner Role Of Innovation And Team And Insights For Future Real Estate Analytics
Role of core team
Balaga Raghuram, who served as a machine-learning research consultant and led the global team during the platform's development, explained the technical approach:“The system processed real-time feeds from multiple sources, including transaction records, listing platforms, economic indicators and external factors that might influence buyer behaviour.”
The platform covered major UAE markets, from Dubai's established luxury sector to emerging areas in Ras Al Khaimah and Fujairah, supplying analytics on price trends, inventory levels and market sentiment.
Industry recognition
Presenting the models at academic conferences
“Participating in academic conferences proved vital for research development,” noted Balaga Raghuram, who presented analytical approaches at the Oxford University Conference, focusing on AI applications in real-estate valuation and investment decision-making.
Market impact and Insights
Implementation of the platform's analytics showed measurable effects: some clients reported improved investment outcomes, and real-estate agencies observed increased user engagement when integrating AI-driven insights. The technical infrastructure combined various data streams to create comprehensive market views, processing information from traditional property records alongside alternative data sources.

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