A new multimodal agentic AI framework has been developed to improve early-stage architectural design exploration within collaborative messaging platforms. The system leverages multiple AI modalities to assist teams in the initial phases of architectural planning and design iteration. The framework enables enhanced collaboration by integrating AI capabilities directly into existing messaging environments used by design teams.