How VION Agent works

A task becomes a managed process

Not just a reply in a chat: VION understands the goal, gathers permitted context, builds a plan, does the work, and hands the result over for review.

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Employees reviewing documents and data prepared by the agent — WORKFLOW / 01From request to verified result

PermissionsAccess only to permitted data and tools

ObservabilityIt is clear what was used and what was done

ApprovalImportant actions stay with the responsible person

ConfigurationRules are set separately for each role and process

Work cycle

Four clear stages instead of “magic”

A complex task may involve many internal steps, but the process stays transparent for the team: what was requested, what data was used, what the agent did, and where a human decision is needed.

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Understand the task

The employee states the goal in plain language. The agent clarifies the result format, constraints, deadline, and missing data.

Goal and completion criteriaClarifying questions

Gather work context

VION connects only the permitted documents, memory, knowledge bases, and systems needed for the specific process.

Choosing the right modelContext within permissions

Carry out the plan

The task is broken into stages. The agent analyzes materials, prepares files, or performs permitted operations through available tools.

Sequence of actionsStatus of each stage

Check and hand over the result

The agent checks the outcome against the goal, shows the sources, and hands the result to the responsible employee. Sensitive actions wait for approval.

Verifiable resultHuman decision recorded

Autonomy mode

The same agent can work with different levels of authority

The mode is not set for the whole platform at once, but separately for a specific scenario, role, and set of tools.

Assists

Analyzes materials, answers questions, and prepares options. The employee performs the actions.

Seeks approval

Prepares the result and stops at a checkpoint until the responsible person decides.

Executes

Completes pre-approved stages on its own and records the outcome in the process history.

Responsible employees reviewing the result from VION Agent

HUMAN IN THE LOOPThe responsible person sees the outcome before an important action

Human control

The agent prepares. The responsible person reviews.

Publishing, sending, changing important data, and other sensitive operations can be held until an employee explicitly approves them.

Minimum permissionsNo more than the specific task requiresProcess historyActions and decision points are recordedVerifiable outcomeResult, files, and sources kept togetherRepeatable scenarioAn approved process can be reused

LIMITS OF AUTONOMY

The company sets the authority

Without integrations and permissions, VION does not get access to external systems. Critical legal, financial, medical, and HR decisions remain with a person.

Next step

Build a VION workspace around your company’s goals

ModelsAccessIntegrationsControl

Open your VION HUB account to manage tokens, or go to the dedicated VION Agent download page.

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