Playbook
Fair Housing + MLS guardrails for AI in real estate.
The same compliance patterns I bake into every demo on this site, written up so you can copy them into your own workflow. Denver-specific where it matters (REcolorado, IRES), portable everywhere else.
What’s inside
Fair Housing in AI-written listing copy
The protected-class language traps that trip up generated descriptions, and the rewrite patterns I use to clear them.
MLS rules for AI-assisted content
What REcolorado, IRES, and Pikes Peak MLS require for agent-attested copy, and how to document an AI-assisted draft.
Guardrails for outbound and follow-up
The prompt and system-message patterns I bake into every demo so an LLM never offers protected-class steering or commits to a price.