Research focuses on user-centered methods and tools for human-AI collaboration: prototyping multimodal agents, scaffolding flexible ideation, and improving team sensemaking. Applies field studies to workplace systems, ethics discussions, and vehicle-human interfaces, informing deployable, worker-aware technologies.