20+ cities, billions of data points
Multibillion 2030 strategy
How an AI-powered model enabled a multibillion-dollar real-estate company's 2030 strategy
Situation
A multibillion developer building its 2030 strategy across KSA needed deep market intelligence - daily footfall, attractiveness, mobility, demand drivers - to identify optimal plots.
Approach
- Analyzed billions of data points across 20+ KSA cities - satellite, mobility, credit-card
- Built an AI model on supply/demand, affluence, visitation, transport
- Forecast market opportunities and metro-corridor mobility
Impact
- Deep understanding of city-wide mobility and metro-corridor demand
- Forecast new metro impact on urban transportation
- Foundation for successful acquisition of optimal plots