What real estate AI automation should not do without approval
The approval rule is simple: AI should not create consequences the agency has not reviewed.
Give pricing, appraisal, or market advice by itself
AI can prepare source notes, comparable-property summaries, questions to ask, and draft language. A qualified human should approve pricing advice, appraisal conclusions, market commentary, and vendor recommendations.
Send vendor or buyer commitments automatically
Do not let AI commit to listing terms, campaign spend, inspection times, offer handling, negotiation steps, deadlines, exclusivity, commission, or vendor instructions without human review.
Publish property claims without checking source facts
Listing copy, social posts, emails, and brochures should be grounded in approved property facts. AI can draft; a person checks accuracy, compliance, vendor approval, and whether any claim could mislead a buyer.
Update high-risk records without a review path
Start with read and draft permissions. Use the AI Agent Permissions Checklist before allowing any update to CRM stages, vendor notes, campaign records, published content, or client communication history.