The system was designed to engage prospects in natural conversations, identify investment intent, qualify leads, and guide users toward booking discovery calls. Multiple workflow stages were developed to handle different conversation paths, automate follow-ups, trigger internal notifications, and transfer qualified prospects to human team members when appropriate.