Clinical intelligence and workflow infrastructure platform using conversational AI, speech biomarker technology, ambient clinical intelligence, and longitudinal automation to detect cognitive, behavioral, and neurological signals earlier while reducing physician burden. Targets healthcare organizations and clinicians; automates patient intake, documentation, follow-ups, scheduling, CPT support, and EHR integration via voice-enabled, multimodal, physician‑supervised monitoring and decision support.