Real Estate

The problem

• Fragmented portal/CRM data
• Slow, ~10 to 15% error manual valuations
• Poor lead follow-up, low conversion

What AI actually does about it

• AVMs within ~2.8% of appraisers
• ML lead scoring (+up to 40% conversion)
• AI listing copy + inquiry bots

Outcome

PropTech funding hit $16.7bn in 2025, +68% YoY, increasingly AI-led.

Constraints that apply

Dubai RERA/DLD (4% transfer fee); Saudi white-land tax + Vision 2030; UK SDLT + EPC; US post-NAR commission shifts.

About the figures on this page

These are indicative industry figures, not BvLogic measurements, and we have not verified them. They came from vendor and industry coverage when this page was written. We have not re-sourced them, we do not know the sample they came from, and we would not put them in front of you as evidence.

We are saying so because elsewhere on this site we refuse to print a peer median on the grounds that a number from no respondents is a fabricated number in the position of maximum influence. That standard has to apply here too, or it is not a standard. Use these to frame a question, not to support a business case — and if you need a figure you can defend, the Enterprise Outcome Record sets out what it takes to produce one.

Rental yield & cap rate

Is the property worth it?

Runs in your browser. Estimates only, not professional advice.

Work with us

If you want this implemented rather than explained, see Enterprise Services or tell us what you need.