启寰智能ONTOXIOM

Solutions · Harness rollout

Put an AI assistant in every frontline employee's hands.

A ready-to-use desktop and web workspace: sales, procurement, warehouse and finance teams query the business, handle exceptions and submit approvals in plain language. We deploy, connect and train, starting with one team and expanding company-wide.

Harness · Ops assistant
Find parts likely to run out tomorrow and propose replenishment.

    Sound familiar?

    Everyone uses their own chatbot, pasting business data into outside tools

    The demo impressed everyone; nobody uses it day to day

    AI answers can't be traced to a source, so nobody dares act on them

    No one can say what the AI actually did

    How we roll it out

    1

    Pick a pilot

    Choose one team and 3–5 high-frequency tasks that happen every day.

    2

    Connect & configure

    Connect the ontology and permissions; configure agents and skills per role.

    3

    Go live

    Turn on the Decisions inbox, scheduled checks and notifications so agents join real workflows.

    4

    Review & expand

    Review usage, refine, and roll out to the next team.

    What you get

    Harness, deployed

    Desktop and web workspace, private or cloud.

    Role-based agents

    Skills, memory and allowed actions configured per role.

    Approvals & notifications

    Key actions land in the Decisions inbox; exceptions reach their owner.

    Full audit

    Every query and operation can be traced.

    What you get

    • Frontline staff use it daily, not once in a demo
    • Answers trace back to specific business objects
    • Key actions always need a human sign-off
    • Business data stops flowing into public chatbots

    FAQ

    Frequently asked questions

    See all questions
    • No. Ontoxiom is open through MCP, REST and Python / Node SDKs. Popular agents such as WorkBuddy, Claude, ChatGPT and Cursor, or agents you build yourself, can connect to your enterprise ontology directly.

      Harness is our ready-to-use workspace for companies that want frontline teams productive quickly. Whichever way you connect, permissions and audit are exactly the same.

    Turn your business into a world AI can understand.

    Bring one concrete business problem. We'll tell you honestly whether it makes a good first use case.