启寰智能ONTOXIOM

Ontoxiom Harness

People and agents, working on one shared business ontology.

Harness is the desktop and web workspace for frontline teams. Agents understand the business through the ontology and call governed actions; anything that needs a human lands in the Decisions inbox.

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

    The agent isn't the product. The harness is.

    A chatbot is easy. An agent that works reliably inside a company every day is hard. It has to know the business, remember context, respect permissions, stop for human sign-off at the right moments and leave a complete record. That's what Harness is for.

    LawCapability

    What Harness does

    01

    Desktop and web workspace

    Frontline staff and agents talk, inspect objects and work through tasks in one interface, ready out of the box.

    02

    Ontology-aware agents

    Agents work through the ontology's semantic tools. They reason about customers and orders, not database tables.

    03

    Decisions inbox

    Actions that need approval collect in one inbox. Someone with authority approves or rejects in one click, and the outcome is written back.

    04

    Layered memory

    Memory scoped by account and ontology lets agents remember preferences and context without leaking into someone else's work.

    05

    Schedules and notifications

    Let agents scan for exceptions or write daily reports on a schedule, and notify the right owner when something needs attention.

    06

    Plugins and model choice

    An everything-is-a-plugin architecture that works with the model providers you choose and with private, on-premises deployment.

    A day in the life of an agent

    1

    Understand

    Start from the question and find the business objects involved.

    2

    Plan

    Use memory and the ontology to break it into executable steps.

    3

    Act

    Move the process forward through governed actions.

    4

    Confirm

    Key decisions go to a person; results are written back and recorded.

    What you get

    AI moves from demo to daily operations
    People always make the key decisions
    Experience accumulates as reusable skills
    Private and intranet deployment supported

    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.