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Barion AI

Products / Operations

Coming soon

AGENTS THAT ACT.CONTROL THATREMAINS.

Barion Agents is being built to perform bounded operational work inside the tools you already run, not to answer questions about it. Every action is permitted, recorded and attributable.
Domain
Operations
Status
Coming soon
Autonomy
Bounded by policy

Operating loop

Seven steps, and two of them can stop everything

This loop is the product. The interesting parts are not the acting, they are the gate before it and the record after it.
  1. 01

    Observe

    A defined trigger fires. The agent reads the state of the systems in its scope, nothing beyond them.

  2. 02

    Evaluate

    Assemble the context and work out what the situation actually is, including whether it matches a known pattern.

  3. 03Gate

    Decide within policy

    Choose an action from what policy permits. Anything outside that set is not a candidate.

  4. 04Human

    Request approval

    Where the action requires a signature, it stops and asks a named person, with the reasoning attached.

  5. 05

    Execute

    Carry out the approved action in the tools it has been granted, within retry limits.

  6. 06

    Log

    Record what it saw, what it concluded, which rules applied, who approved and what changed.

  7. 07

    Report

    Summarise the run for the workflow owner, including anything it deliberately did not do.

Conceptual workflow. Not a released product.

Control model

What makes an agent controlled

An agent with tool access and good instructions is not controlled. Control means the boundaries exist outside the model, where the model cannot argue with them.
01Defined permissions
A written scope of what the agent may read, write and send, held outside the model rather than described to it.
02Tool-level boundaries
Access granted per tool and per operation. A system it has no business touching is not connected at all.
03Approval requirements
Thresholds that decide which actions can proceed and which must wait for a person, set by value, reversibility or blast radius.
04Action logs
Every run produces an evidence trail that can be read by someone who was not there at the time.
05Retry limits
A bounded number of attempts, then stop. Unbounded retries are how automation turns a small fault into an incident.
06Escalation paths
A named human for each failure class, decided before the agent runs rather than during an outage.
07Human override
A person can stop a run, reverse a decision or take the workflow back at any point.
08Failure handling
Defined behaviour when a tool is down, data is missing or the situation is unmapped. The default is to stop and report.

Fit

The work this is aimed at

Categories rather than customer stories, because there are no customers yet and inventing them would be dishonest.
Parallel work, each channel gated independently.
Monitoring and alerting
Watching a condition continuously and raising it to the right person with the context already gathered.
Report preparation
Assembling recurring reports from several sources so a human reviews and signs rather than compiles.
Operational reconciliation
Matching records across systems and surfacing only what does not agree.
Workflow routing
Classifying incoming work and sending it to the right queue or owner with a reason attached.
Data entry and system updates
Applying well-defined changes across tools, within permissions and with a record of each one.
Exception escalation
Detecting the cases that fall outside the pattern and getting them to a human quickly.
Multi-tool coordination
Carrying a process across several systems that do not talk to each other, keeping state along the way.

Control surface

What an operator would actually see

A conceptual illustration of the control model. The point of the surface is that a person can see what the agent wants to do and why, before it happens.

Agent run · awaiting approval

Conceptual

Current task

Daily ledger reconciliation

Runs when the ledger closes. Matches line items across three sources and reports what does not agree.

Proposed action

Post a variance report for 3 unmatched items to the operations channel and open a review task.

Policy evaluation

  • Value below the auto-approval ceilingPass
  • All source records present and currentPass
  • Variance within the tolerated bandBlocked
  • No irreversible action requestedPass
Approval requiredOwner: operations lead on shift

Tools in scope

Ledger export
Read
Reconciliation sheet
Write
Ops notification channel
Post, on approval
Payment system
No access

Action history

  1. 09:02Trigger fired: end-of-day ledger closed
  2. 09:02Pulled 3 source records
  3. 09:03Matched 214 of 217 line items
  4. 09:03Variance of 3 items exceeded tolerance
  5. 09:03Held for approval, escalated to workflow ownerGate

Retries used

0 of 2 · stops and escalates on exhaustion

Barion Agents is not yet available. Interfaces shown on this page are conceptual illustrations of the intended control model, not screenshots of a released product.

Continue

Where to go next

Discuss an agent workflow

Bring a workflow you already understand well. We will tell you honestly whether it is a candidate, and what would have to be true first.

Discuss an agent workflow All products