OmegaOS — The operating system for autonomous agentic companies.
OmegaOS
Mnemosyne - MemoryOS

Your company never forgets.

Mnemosyne gives OmegaOS a governed company memory — preserving the evidence, context, decisions, sources, and operating history that people and agents need to continue work without starting over.

Instead of treating every prompt, document search, handoff, and decision as a new session, Mnemosyne keeps organizational context source-linked, scoped, reviewable, and reusable.

Company MemoryEvidenceAsk MemoryRetrievalReplayLineageSourcesIngestionIndexingMemory Quality
01

Your AI can answer the question. It may not remember why the answer matters.

Most AI tools are excellent at working with the context they are given right now. The problem begins when the company needs continuity. A decision was made three months ago. A customer exception changed policy. A source was superseded. A project learned something expensive. A team already researched the same question. A workflow needs the evidence behind the last answer — not just another plausible answer. Documents can be searched. Chat history can be stored. Vector databases can retrieve similar text.

Mnemosyne is designed to preserve company context as governed memory, not just searchable content.

02

Four places company knowledge disappears between one decision and the next.

01

Stop making the company rediscover what it already learned.

Memory and Ask Memory connect reusable organizational context to the work happening now.

Start from what the company already knows. Bring relevant prior decisions, evidence, and operating context into the next question without asking every team to repeat the same research.

02

Keep the source attached to the memory.

Evidence and inventory surfaces preserve where remembered context came from and what supports it.

Know why the memory deserves trust. Keep source, evidence, freshness, and record context close enough to the recalled information that people can verify it before acting.

03

Reconstruct what happened when the answer changes.

Replay and Lineage connect remembered state to prior runs, decisions, and evidence paths.

Go back to the decision, not just the document. See how context evolved, what evidence was available, and how an earlier outcome was reached when the company needs to review or correct it.

04

Keep memory useful as the company changes.

Sources & Ingestion, Indexing, Policies, Memory Quality, Trust, and Drift manage what enters memory and whether it should continue influencing future work.

Let memory evolve without quietly becoming stale. See source health, ingestion state, quality, drift, and policy so old context does not become permanent truth by accident.

03

From source to memory to better work — without losing the evidence.

A source enters the system. It is ingested and indexed. Relevant context becomes retrievable. People, Prometheus, and other MetaEngines use that context in work. Important outcomes produce new evidence. Replay and lineage preserve the path. Quality and drift determine what should continue influencing future work.

01

Sources

02

Ingestion + Indexing

03

Memory

04

Retrieval / Ask Memory

05

People + MetaEngines + Prometheus

06

Outcome / Decision / Evidence

07

Replay + Lineage

08

Memory Quality + Drift

09

Memory

Company memory becomes an operating loop, not a document archive.

04

Three workspaces. One company memory.

01

Memory — Remember what matters.

Use company memory directly: retrieve context, inspect evidence, explore relationships, evaluate quality, and identify drift.

EvidenceAsk MemoryExplore CosmosMemory QualityTrustDrift

Give people and agents reusable organizational context without removing the ability to inspect what supports it.

02

Replay — Understand how the company got here.

Reconstruct important paths through prior decisions, evidence, execution, and state.

Replay & LineageLineageIntegrityHistory

Review what changed, what evidence existed, and how an outcome was reached without rebuilding the history manually.

03

Sources — Control what the company remembers.

Manage the sources, ingestion, indexing, connector posture, and policies that feed company memory.

Sources & IngestionConnector RegistryIndexingPolicies

Keep memory grounded in identifiable sources and governed ingestion rather than uncontrolled accumulation.

05

Ask the company memory, not the person who happened to be there.

Prometheus can use Mnemosyne to bring relevant prior context into active work across OmegaOS. Ask:

Ask the company memory, not the person who happened to be there.

The answer should carry enough source and lineage context to be reviewed — not merely remembered.

  • What did we decide last time?
  • What evidence supports this policy?
  • Which source is current?
  • What changed since the previous decision?
  • Have we solved a similar problem before?
  • Which assumptions are now stale?
  • Where did this customer exception originate?
  • What did the last run learn?
  • Which memory should no longer influence this decision?
06

What changes when MemoryOS replaces disconnected knowledge retrieval.

Traditional stack
MemoryOS
Search finds documents
Memory retrieves context relevant to the current work
Chat history preserves conversations
Mnemosyne preserves reusable organizational context
RAG retrieves similar content
Governed retrieval keeps source, scope, and policy attached
Knowledge bases store published answers
Memory can retain evidence, decisions, history, and operating context
Audit review reconstructs history later
Replay and Lineage keep important paths inspectable
Old knowledge quietly stays searchable
Quality, Trust, Drift, and policy help determine what should still influence work
AI is another consumer of documents
Prometheus and MetaEngines can reason with governed company memory

Mnemosyne is not a document search engine with AI added.

It is the memory operating system for companies that need people and agents to continue work with source-backed organizational context.

07

Memory gets more valuable when the rest of the company can use it.

Hermes → creates commercial evidence → Mnemosyne → preserves relevant context → Prometheus → retrieves it into a later decision → Forge → uses prior delivery evidence → Aureus → uses relevant financial context → Agora → uses evidence and precedent where appropriate → Mnemosyne → preserves the next important outcome

The company stops treating every function as if it has no history.

08

Built for professional company memory without turning every record into shared memory.

Professional Mnemosyne connects company sources, evidence, retrieval, lineage, quality, and policy across authorized organizational contexts. The value is not remembering everything.

The value is remembering the right context, for the right work, with enough evidence to know why it should matter.

09

Start personally. Bring durable memory into the company context when the work becomes shared.

Personal Omega can preserve useful context around your own projects, research, decisions, and ongoing work. Professional context adds company sources, connector scope, policies, organizational evidence, shared retrieval, and professional memory governance.

Same Omega identity. Different memory scope, data, and authority.

10

Start with the memory outcome that matters now.

01

Company Memory

Preserve source-backed organizational context across people, agents, and recurring work.

Company Memory
02

Executive Visibility

Bring the decisions and evidence behind the current company state into executive review.

Executive Visibility
03

AI Accountability

Keep important machine-assisted work connected to evidence, history, and review.

AI Accountability
11

More memory. Clearer boundaries around what should be remembered.

Mnemosyne is designed around:

More memory. Clearer boundaries around what should be remembered.

The goal is not unlimited recall. It is useful organizational memory that remains inspectable and governable.

  • source-linked memory;
  • scoped retrieval;
  • ingestion and indexing;
  • policies;
  • evidence;
  • quality;
  • trust;
  • drift;
  • replay;
  • lineage;
  • correction and review.
Questions

Questions buyers ask about MemoryOS.

Is Mnemosyne a knowledge base?

No. A knowledge base primarily stores published information. Mnemosyne is designed to preserve and retrieve broader organizational context, including sources, evidence, decisions, history, lineage, and memory quality.

Is Mnemosyne a RAG system?

Mnemosyne can support retrieval-grounded AI workflows, but MemoryOS is broader than retrieval alone. It includes source governance, ingestion, memory quality, replay, lineage, and policies around what context should influence work.

Does company memory mean everyone can see everything?

No. Memory remains scoped to the active persona, workspace, authority, and permitted source context.

Can memory become stale or wrong?

Yes. That is why source identity, quality, trust, drift, policy, correction, and replay are part of the MemoryOS design.

Start where the value is clearest

Give the company a memory it can actually use.

Stop rediscovering the same context, rebuilding the same history, and asking the same people to remember why the last decision was made. Your company never forgets.