MLS → full marketing package in 2 minutes.

Your brand voice is not boilerplate. In onboarding, we don't drop you into a template; we listen. We study your existing copy, your Instagram tone, how you talk about neighborhoods versus finishes, what phrases feel authentically you. That 30-minute call isn't a check-the-box formality—we're building a custom voice profile that captures your actual style so that when the system generates a listing at midnight, it sounds like it came from you, not from an algorithm.

Every listing description you receive goes through four quality gates. First, fair-housing scrub—we catch anything that could be interpreted as discrimination by neighborhood characterization or protected-class language. Second, fact-check against the MLS data you provided; we don't hallucinate room counts or lot sizes. Third, tone-match against your profile; if it slips toward generic, we re-prompt. Fourth, human copyedit for flow and selling power. That pipeline runs continuously in the background. You see the polished output; we see every failure point.

"A missed fair-housing landmine doesn't just cost you a reputation—it costs six figures in litigation. That's why every single line is screened."

We monitor the underlying language models for drift. AI systems decay. They hallucinate more. They lose personality. Monthly, we re-train on your recent outputs and closed deals, so the system learns what copy actually converted for you in your market. When California MLS added new required fields in 2024, we updated the system within 48 hours. You never had to think about it.

The compliance layer is not incidental—it's professional insurance. Every description is scrubbed for fair-housing triggers automatically. Neighborhood tone-checking, protected-class language filtering, architectural descriptions that don't accidentally profile. That's real liability protection for you, and it's work we do on every single output before you see it.