and patient feedback, and internal reports, then models them into knowledge graphs and explainable insight repositories. Built-in agents perform opinion extraction, real-time sentiment analysis, and monitoring of therapeutic areas and brand discussions across channels. Users apply these insights to optimize HCP engagement, refine educational content, and support regulatory-compliant medical communication workflows. The system also supports automated draft content generation, dashboards, and reports that integrate into CRM and communication processes.