most "virtual leasing agent" products is a pre-LLM platform with language models bolted on
"Virtual leasing agent" is a category label used by EliseAI, Funnel, Knock, Respage, BetterBot, Travis, Fenix, Quext, and others. The category was defined in the pre-LLM era around intent-driven leasing assistants. Almost every product carrying the "virtual leasing agent" label was built around an intent classifier + decision-tree platform and has bolted LLM features on top. Frontdesk is the LLM-native alternative — voice, SMS, chat, outbound, maintenance, renewals, and delinquency on a reasoning agent with no classifier underneath. 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.



