Zuma is a pre-LLM platform with language models bolted on
Zuma built a lead-to-tour AI product for multifamily and was acquired by Greystar in 2024. Zuma's lead-handling and SMS nurture stack was designed pre-LLM around intent recognition and templated cadences. LLM features have been added on top, but the underlying lead-routing engine is from the older paradigm. The voice agent, chat bot, and outbound flows all sit on top of an intent-classifier + decision-tree platform that was designed years before modern LLMs existed. Recent LLM features are layered on the legacy stack, not native to it.



