AI agents excel at individual tasks but struggle to coordinate multiple devices and systems at once. Tethral is building a local-first orchestration layer that interprets natural language intent and dynamically composes coordinated actions across smart home protocols like Zigbee, Matter, and web APIs. Instead of static automations, the system generates real-time coordination graphs based on devices, context, and user behavior.