Where adoption is fastest
- CRE brokerage-side prospecting agents
- Residential lead-response AI
- Property-management CS automation
What breaks
AI that doesn't understand local market nuance. Broker trust cracks when the model confidently states wrong comps.
What to ask a vendor
How they handle market-specific data freshness. If the answer is 'quarterly', walk away.