150 points · 1 submission
with AWS Kiro
Memoria is an AI companion that calls elderly people daily, in a cloned family voice, and reports back to their families. The problem: 1 in 3 elderly people live alone. Family members can't call every day. Nobody knows if grandpa took his medication, if he's lonely, or if something is wrong. The solution: Memoria uses ElevenLabs Voice Cloning to create a familiar voice, and ElevenLabs Conversational AI to conduct warm, natural daily phone calls via Twilio. After each call, Claude Haiku analyzes the transcript for emotional state, medication adherence, physical complaints, and notable quotes. Family members get a dashboard with emotional trends, alerts, and full call history. Built entirely with Kiro's spec-driven development — every feature started as a requirements.md + design.md + tasks.md spec in .kiro/specs/. Kiro implemented them systematically, one by one. ElevenLabs APIs used: - Voice Cloning (IVC) — clones a family member's voice from a 2-minute recording - Conversational AI Agents — conducts the daily phone call with the cloned voice, connected via Twilio. For testing use email test@nextjourney.ro and password ElevenTest#123 and adjust phone number.
Submitted 23 Apr 2026