Memoria — Biographical AI for Seniors

Memoria captures the lived narrative of older adults — voices, stories, routines — and uses that signal to detect drift early: cognitive, emotional or physical. The product is an interactive companion (voice-first), a family dashboard, and a longitudinal record that medical professionals can opt to consult with consent. The hardest design problem is calibration: distinguishing a normal off-day from a genuine signal without false alarms that exhaust the family. Built on Next.js with Postgres, Anthropic Claude for narrative coherence and a custom scoring layer for clinical signals.