Funnel Leasing is a pre-LLM platform with language models bolted on
Funnel Leasing started as a multifamily CRM around 2010 and added conversational AI / voice (Funnel Voice, Voicepad lineage) on top of the CRM core years later. The CRM data model and conversation tooling were designed for a pre-LLM world of intent routing and templated outreach. LLM features have been layered on, but the conversation manager is still rooted in 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.



