Real Estate
PropTech Firm Launches AI Property Valuation Across 8 Cities in 6 Months
Building an AVM (Automated Valuation Model) platform on Azure that delivers real-time property valuations and market intelligence to investors and lenders.
Solution
Real Estate
Industry
Real Estate, Hospitality & Construction
Company Size
Project Overview
client
PropTech Platform
industry
Real Estate, Hospitality & Construction
solution
Real Estate
technologies
Azure Machine Learning, Microsoft Fabric, Azure AI Search, Azure Maps, Power BI
duration
6 Months
region
MENA
The Challenge
Property valuation in the region relied on manual surveyor reports, slow and inconsistent, blocking PropTech innovation.
- 1Manual surveyor valuations slow and inconsistent
- 2No machine-readable property and transaction database
- 3Limited ability to scale to multi-city, multi-segment coverage
Our Solution
CloudGate built an AVM platform with curated property and transaction data, ML-based valuation, and geospatial market intelligence.
- Curated property and transaction database across 8 cities
- ML-based valuation models with confidence intervals
- Geospatial market intelligence layer for investors
The Results
8 cities
LAUNCHED
Sub-minute
VALUATION TIME
92%
WITHIN ±5% ACCURACY
- Became the regional standard for digital property valuation
Technologies Used
Azure Machine LearningMicrosoft FabricAzure AI SearchAzure MapsPower BI
