Enterprise AI Platform

From Enterprise Data
To Governed Actions.

One platform for context, decisions and agents. Governed and observable by design, deterministic where it counts, economical at scale, with agents that work together over A2A and MCP.

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Live enterprise contextLIVE
ENTERPRISE DATA Systems of record Applications Documents Events · Streams Telemetry Transactions Live enterprise context AI applications Agents Decisions OUTCOMES FLOW BACK
Enterprise AI Platform

Live Enterprise Context, in Days Not Months.

No complex engineering. No code. Your SOPs and business rules are integrated: their DNA is embedded in the context.

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Connecting your dataDAYS
ENTERPRISE DATA Systems of record Applications Documents Events Transactions OpenKnowra Ingest Clean Resolve Map Live context layer Days to integrate, not months
Enterprise AI Platform

TRUE AI. Deterministic Decisions.

Transparent, Reliable, Understandable, Explainable. Same inputs, same outputs, replayable.

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Decision runsDETERMINISTIC
YOUR RULES SAME INPUT, SAME DECISION SOP Business rule Policy Decide MICRO DECISION Run 1→Decision A Run 2→Decision A Run 3→Decision A Transparent · Reliable · Understandable · Explainable

Enterprise AI Platform With Governed Context Engineering.

Spire.AI OpenKnowra Enterprise AI Platform

In Action: Real Problems, Real Decisions.

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    Start with one use case.

    Create an account and build your first agent on your own domain or process.

    1. 01Create your account
    2. 02Connect and choose
    3. 03Build and publish
    Start building →

    Most Enterprise AI Problems Are Context Problems.

    Models are becoming more capable. Enterprise AI still breaks where business context, decision logic, authority, execution and control are disconnected.

    What Makes OpenKnowra Different.

    Judgment You Can Program

    Your business judgment, written once, applied consistently, on a platform that starts from your industry.

    Programmable Judgment

    SOPs, rules and authority live in their own layer, separate from context, versioned and tested like code.

    Domain Knowledge at Every Layer

    Pre-configured knowledge for context, judgment and agents, so nothing starts from scratch.

    Context to Complete Operations

    One platform from live context to agents, assemblies and grids that run whole functions, working together over A2A.

    Deterministic Where It Counts

    A score is a probability, not a decision. Same facts and same rules give the same decision. Models inform; your logic decides.

    RepeatableSame facts and question, same answer, run after run.
    Policy-boundReasons over named facts and your stated policy.
    ReplayableAny decision can be replayed later, step by step.
    EvidencedFacts, policy clauses and reasoning, attached to each result.
    The OpenKnowra Difference
    One platform unifying enterprise context, programmable reasoning, A2A collaboration, autonomous execution and governed observability.

    Autonomy You Can Govern

    Set how far agents can go, and see each decision they make, across OpenKnowra and third-party agents.

    Autonomy Boundaries

    Define what agents can decide, act on or must escalate, decision by decision. Not maximum autonomy: justified autonomy.

    End-to-End Observability

    Each decision is traced from source fact to outcome, and you can tell whether a wrong call came from the facts or from the rule.

    Decision Lineage and Replay

    Replay any decision with the same facts and rule versions, and defend it in review.

    TRUE AI by Design

    Decisions that are policy-bound, traceable and defensible. Four principles behind every decision.

    TTransparentSee exactly which context an answer came from.
    RReliableSame inputs, same outputs, replayable.
    UUnderstandableModeled in your enterprise’s own language.
    EExplainableEvery action traces to its cause and evidence.