Governed Enterprise Knowledge & AI Memory

Turn company knowledge into trusted AI context.

Governed, cited, always-current knowledge — with history, access control, and audit built in, so your people and your AI can both trust what it says.

Does this sound familiar?

Nobody knows which document is current.

Employees ask the same questions over and over.

The AI gives different answers depending on the prompt.

Knowledge disappears when experienced people leave.

Two policies say two different things.

Teams rebuild work that already existed.

The cost of forgetting

A company that can't remember pays for it every day.

The knowledge already exists. It's the remembering that's broken — and the cost compounds quietly, in four places.

Time re-finding

People search for what the company already knew — again and again, in a different tool each time.

Wrong decisions

Choices made on stale or unverifiable information, with total confidence and no citation.

Knowledge that walks out

When someone leaves, the context behind a decision leaves with them. The company forgets.

AI you can't deploy

Agents you can't trust to be correct, access-scoped, or auditable never make it past review.

How Company Brain works

One governed place where knowledge is remembered, cited, and safe to act on.

Company Brain turns what every tool already holds into a single memory engine — retrieval, evidence, and governance behind one interface.

The Memory OS — from scattered systems to business outcomes
  1. Enterprise SystemsSlack · Microsoft 365 · Drive · ERP
  2. Connectorssync · live capture · CDC
  3. Normalizationone idempotent pipeline
  4. Knowledge Extractionfacts · entities · policies · skills
  5. Enterprise Memoryretrieval · history · supersession
  6. Knowledge Graphentities · relationships
  7. GovernanceRBAC · audit · approvals · encryption
  8. Executionanswers · skills · workflows · agents · API
  9. Business Outcomesfaster decisions · recovered revenue · provable compliance

Every page zooms into one stage of this flow — see the architecture →

Memory over time

Knowledge changes. Memory keeps the history.

A fact is created, updated, and superseded — the old value retained, never silently overwritten. When an agent asks, it gets the current answer, cited, with the reasoning on the record.

Knowledge evolutionWhat is our refund authority?
  1. 2023 · Q1
    Policy created

    Refund authority ≤ $2,000

    source · Finance Policy 3.1
  2. 2024 · Q3
    Policy updated

    Raised to ≤ $5,000

    source · Finance Policy 3.2
  3. 2024 · Q3
    Fact superseded

    ≤ $2,000≤ $5,000 (current)

    The old value is retired but retained — history stays queryable.

    history kept · not deleted
  4. today
    An agent retrieves the newest version

    It answers with the current figure only — never the stale one.

    cited · Finance Policy §3.2 · visible to: Finance
  5. today
    The audit records why

    The decision and its full chain of custody are written to the ledger.

    ledger · #48291 · answered from current policy
See it work

Watch a question become a governed answer.

A plain-language question flows through retrieval, evidence, governance, a human approval gate, and an audit record — to a cited answer no single document contained.

LiveWhat discount can I offer ABC Chemicals on a 200-unit order?
  1. Question
  2. Retrieval
  3. Evidence
  4. Governance
  5. Approval
  6. Audit
  7. Answer
Question

A person or an AI agent asks in plain language — no query syntax, no dashboards.

Go deeper

The full picture.

The outcomes

Governed memory, delivered as business value.

Trusted AIBetter decisionsInstitutional knowledgeFaster onboardingProvable complianceOperational excellence

Give your company a memory it can trust.

Book a walkthrough with our team, or start building on the Agent API today.