Case study · PropTech · Government

Intelligent Valuation AI. An AI valuation platform for land and commercial property in Ajman.

We built Intelligent Valuation AI for a land management department in Ajman, UAE: live listings from three property portals turned into clear rent and value ranges, with maps, trends, a bilingual AI assistant and printable reports.

Web platform (PWA)Valuation engineAI assistant
Client
Land management, Ajman
Market
Ajman, UAE
Coverage
47 areas
Languages
Arabic & English
Intelligent Valuation AI: An AI valuation platform for land and commercial property in Ajman
The brief

What Intelligent Valuation AI needed.

Pricing land and commercial units fairly depends on knowing what the market is doing now, in every district. That data is spread across several property portals, in listings that change every day.

The land management team needed one internal tool that gathers it, turns it into a valuation they can defend, and explains it in Arabic or English.

What we built

The product, feature by feature.

  1. 01

    Live market data

    Rent and sale listings from Bayut, Dubizzle and Property Finder across all 47 Ajman areas, refreshed after every data update.

  2. 02

    Comparable-based valuation

    Choose land or commercial units, an area, a type and a size. The engine finds comparable listings, widens the size range automatically when there are too few, drops outliers and works from medians.

  3. 03

    Rent from real sale prices

    Annual land rent derived from actual sale prices at a 5–8% yield, so every figure traces back to the market.

  4. 04

    Map view

    Listings on a map with standard, satellite and offline modes.

  5. 05

    Listings, export and print

    Sortable listings with links to the original ad, CSV export and print.

  6. 06

    Trends and insights

    Six-month rent trends, an opportunity map and area-by-area comparisons.

  7. 07

    AI Studio

    A rent estimator, a commercial rent estimator, an investment ROI calculator with payback and five-year income, and area reports saved as PDF.

  8. 08

    Bilingual AI assistant

    Land and commercial assistants that answer by text or voice, in Arabic (right to left) and English.

Built with

The stack.

React 19VitePWALeafletOpenStreetMapSupabase AuthVercel serverlessWeb Speech API
Where it landed

The outcome.

  • One internal source of truth for land and commercial values across 47 areas.
  • Every valuation backed by comparable live listings, not guesswork.
  • Works in Arabic and English, on desktop and as an installable app.
  • Printable reports and CSV exports for the team’s own records.