Data & methodology
Understand the numbers before using them.
A clear distinction between observed data, working assumptions and simulated results.
Market data
DLD transaction data is used only for covered price indicators and transaction volume; Ejari data supports yields where published. Other figures are seeded DEVOS estimates dated June 2026. The DEVOS score is manually assigned for this demonstration; it has no validated weighting formula or predictive track record. Transaction volume is not a project sell-through rate. These indicators are not investment recommendations.
Project simulations
Illustrative project model. GDV is the sum of whole-unit counts × unit area × sale price; unused floor area is not sold. IRR uses project cash flows after estimated finance costs, without debt drawdowns or repayments. Sensitivity keeps finance costs constant. This is not an equity IRR or an investment recommendation.
Commercial scope
Estimated fixed fees for the selected scope. Variable commissions, media spend and third-party costs are additional where stated. Final scope, timing and applicable taxes require a written quote.
Make the next decision with context.
Review the market, test your assumptions and request a written scope before commissioning work.