Home/Case Studies/PropTech Firm Launches AI Property Valuation Across 8 Cities in 6 Months
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

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