Living Family Lore
Private Alpha Pilot
Next-Generation Oral History & Lived Experience

Every life carries wisdom.
Few systems are built to hold it.

Living Family Lore is an oral history platform powered by frontier language models and conversational agents. We bridge generations by capturing unhurried life reflections, cataloging episodic memories, and preserving real human experience with sovereign privacy.

Join the Private Pilot Cohort

We are onboarding our founding cohort of families, archivists, and oral historians for early platform access.

Zero spam. Invitations are released in structured onboarding batches.

Beyond Flat Memoirs and Static Transcripts

Traditional scrapbooks lose interior life, and standard dictation tools lack context. Our architecture is engineered around the human realities of memory.

Agentic Oral Elicitation

Paced, Empathetic Voice Interaction

An adaptive conversational interviewer designed to listen patiently without interruption, asking probing, contextual questions that draw out authentic decisions and lived lessons.

Narrative Preservation

Living Family Archive

A secure digital repository that organizes life stories, core lessons, and cherished family lore into an enduring legacy passed down across generations.

Sovereign Privacy Architecture

Configurable Escrow & Access Controls

Truth requires complete security. Content can be designated for immediate family access, locked for descendants, or held under secure time-release escrow conditions.

Engineered for Precision & Longitudinal Integrity

Built on a modern, cloud-native foundation designed to guarantee factual grounding and respect the natural pacing of human recollection.

Cloud-Native Infrastructure

Resilient microservices architecture built for high-reliability data persistence and elastic streaming audio ingestion.

High-Dimensional Vector Memory

Semantic vector databases engineered to retrieve relevant memories and context with high fidelity.

Enterprise Audio Pipelines

Precision speech-to-text models tuned for natural conversational rhythm, unscripted pauses, and dialectical integrity.

Cryptographic Custody

Strict structural isolation between narrator records and access tiers, ensuring family histories remain completely sovereign.