Consulting
Strategy, Economics & Geospatial
Turning data into decisive strategy
Data-driven insights that guide investment, development and location strategy across the region.
We combine economic modelling, data science and geospatial intelligence to provide a clear, evidence-based view of real estate markets across Saudi Arabia and the wider region.
From national growth trajectories to site-specific insights, we help clients understand demand, quantify risk, and make better investment and development decisions.
Our approach integrates macroeconomic analysis, granular spatial data and advanced analytics—transforming complex datasets into practical, decision-ready recommendations.
What We Do

Economic Modelling & Forecasting
- National and city-level forecasts of GDP, population and employment
- Household formation, income distribution and affordability modelling
- Scenario analysis incorporating key risks such as oil prices and fiscal dynamics
- Sector-level growth modelling and labour market projections
- Translation of macro trends into real estate demand outcomes
Real Estate Demand Forecasting
- Residential demand by price point, tenure and household type
- Office, retail, hospitality and industrial demand modelling
- Specialist sector forecasts (e.g. residential compounds, specialist sector warehouses)
- Policy impact assessments
Geospatial Intelligence
- Catchment analysis based on real travel behaviour
- Mapping population, income, employment and amenities
- Identification of competing supply and pipeline dynamics
- Detection of white-space opportunities
- Sharper site selection and development strategy
Data Science & Advanced Analytics
- Data scraping and integration
- Regression, clustering and predictive modelling
- Hedonic pricing models
- Mobility and visitation analysis
- Interactive dashboards and visualisation
Our Approach
We connect macroeconomics to demand and location insights, combining economic theory with real-world spatial data. Our approach is evidence-based, integrated, and forward-looking, providing actionable and future-proof advice.
Why It Matters
Our work enables clients to target the right demand segments, align supply with real market needs, identify overlooked opportunities, mitigate downside risk, and maximise long-term value creation.



