Knock CRM is a pre-LLM platform with language models bolted on
Knock CRM was founded in 2014 and acquired by RealPage in 2021. RealPage has been adding LLM features (via Lea / Lumen-style products) on top of the Knock CRM core. Knock's conversation, guest-card, and outreach logic were built pre-LLM around intent classification and templated sequences. The LLM additions ride on top of that stack. 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.



