After capture, bodies live in pluggable object storage while Postgres holds normalized metadata under space-scoped row-level security. The consolidate stage links what you saved into a durable knowledge base.

Neo4j stores space-scoped entities and relationships; pgvector keeps 1024-dim HNSW embeddings per space. Brain plugins run on cron and on demand to surface themes, deduplicate near-duplicates, and flag anomalies while you sleep.

Hybrid search blends vector, graph, and keyword signals through memory-service and MCP assemble. Consolidation outputs feed morning briefs, widgets, and the brain console without another manual export step.