Company & project
The company brain you run yourself
Mnemosyne exists for organisations whose most sensitive knowledge cannot live in someone else’s cloud, and who need answers they can trust, an audit trail they can prove, and access control that holds even when the model is fooled. We build it in the open about its own limits — that honesty is the point, not a concession.
Roadmap
Every item is a capability from our single source of truth, at its true status — the same statuses you see across these docs.
Planned
- Atom extraction — the only thing the model authors
- Deterministic knowledge ladder (atom → molecule → concept → wiki)
- Non-orphan guarantee — no fact can be stranded
- Per-subject grounded synthesis
- Two domains — what documents prove, and what conversation suggests
- Multi-granular recall — a door at every rung
- Usage is evidence, never a ranking
- Each store doing the job it is best at
- Judge-bounded reasoning with emergent depth
- A truthful I-don't-know is a first-class answer
- An answer declares what it could not read
- Prose in, trackable deliverables out
- A learner that holds no facts in its weights
- She improves while nobody is asking
- An adjudicator that must clear every claim before it is kept
- The judge writes proofs, never knowledge
- Provenance chains — a spine, five sidechains, externally anchored
- What she infers is quarantined from what the company records
- One door for every capability
- Skills — procedures with a goal, not just tool calls
- A workspace that is scratch, and provably so
- On your hardware, or on ours — with the same key column
- Access decided before the bytes are rendered
- A licensed install, re-validated for years afterwards
Research
- Compartmented access control — a lattice, not a filter
- An independent watcher that co-signs
Lineage — Titan & Manitou
Titan is the parent project — a long-running experiment in sovereign, governed, auditable machine cognition. Mnemosyne is an offshoot that reuses Titan’s differentiated subsystems (the trust substrate, the out-of-model gate, the compounding memory) and turns that thesis into something a company can actually run.
Manitou (manitou.network) is a sovereign layer-2 network in the same family. Mnemosyne shares none of its runtime — the connection is lineage and a shared belief that sovereignty and verifiability are worth building from the ground up.