I defined the multimodal robot and companion app interfaces for Astro's learned objects (and pet detection) for home monitoring. Working closely with applied scientists and researchers, I translated complex spatial mapping and path-planning algorithms into an intuitive, end-to-end UX, allowing customers to seamlessly monitor physical points of interest while trusting the system's navigation and outcomes.