Artificial intelligence (AI) has moved from novelty to near-default workflow tool in real estate marketing — and the stakes for getting it right are rising.Two industry voices who spend their days inside the AI arena say the technology is only as useful as the human reviewing it.Nathan Brannen, chief product officer at Restb.ai, and Troy Palmquist, real estate advisor and founder of HomeCode Reviews, each spoke with HousingWire about where AI tools help, where they fail and how agents can protect themselves and their clients.Brannen’s framing is blunt in regard to AI-assisted listing accountability; the agent owns the outcome, not the software. “The agent should be responsible for what they put,” he said. “Whether it’s something they put in the listing or whether it’s something they put in the remarks. The idea of these tools is for them to save time, and the amount of time it takes an agent to review what’s been pre-populated or pre-generated by the AI is going to be quicker than it is for them to do it from scratch. “I think, fortunately for humans, we’re pretty good at flagging the thing that isn’t right.” Per the National Association of Realtors’ 2026 Technology Report, 48% of ...
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