Prop AI

AI infrastructure for smarter real estate investing

Dubai's real estate market produces extraordinary transaction data — rental yields, off-plan launches, secondary trades — but most of it is trapped in broker WhatsApp groups and opaque developer spreadsheets. Prop AI applies machine learning to this data layer. At $1.5M with the Dubai AI Seal of Excellence, the company is very early but well-positioned.

The challenge is data access: government databases, developer inventories, and brokerage records are fragmented and often proprietary. If Prop AI can build proprietary data pipelines competitors can't easily replicate, there's a real business. If it's just a better UI on public data, the moat is shallow.