Submission by Abel Mendez

Dentists spend a significant portion of every appointment on documentation, recording findings tooth by tooth while examining a patient is slow, error-prone, and breaks clinical focus, whether they work with an assistant or alone. Aural solves this with real-time voice-controlled dental charting. The dentist speaks naturally while working, the odontogram updates instantly, the agent confirms every entry out loud, answers questions about the patient's history mid-appointment, and generates the full clinical report automatically at session end. ElevenLabs and Cloudflare are both central to how this works. We used three ElevenLabs services — Conversational AI for agent mode with tool use, Scribe for real-time speech recognition, and TTS for spoken confirmations and summaries — running on eight Cloudflare services including Workers AI for dental NLU, Durable Objects for live WebSocket session state, D1 for patient history, and R2 for report storage. One real clinical problem, solved end to end at the edge.