VSEE

VSee is a MongoDB-native persistent-context system for venture teams. It stores source-linked decks, documents, and company memories in Atlas, using Voyage AI-powered embeddings and Atlas Vector Search for scoped retrieval. New evidence is tested against prior revisit conditions with immutable audits and crash-safe checkpoints. Fireworks AI generates cited memos but cannot alter PASS-to-REVISIT decisions, keeping every result inspectable and reproducible.