AI agent transparency

When someone asks what the agent did, show them.

Arkna turns activity from connected systems into one readable record. Engineering, risk and audit read the same sequence, and see what was not captured.

A focused first conversation. We map one workflow, its review questions and the systems that can answer them.

Arkna in 60 seconds
Interface and data illustrative.

AI now acts. Accountability still belongs to people.

When an agent changes a record, recommends an outcome or calls another system, the review cannot begin with a reconstruction assembled weeks later.

Why a separate record matters
49%
of organisations are scaling agentic AI pilots across multiple functions.
69%
of agentic-AI-powered decisions are still verified by humans.
Source for both figures · Dynatrace · The Pulse of Agentic AI in 2026 · 919 enterprise leaders
How it works

From system activity to a record someone else can read.

Arkna does not replace your logs. It prepares activity from agreed sources for a different reader and keeps every source clear.

  1. Connect

    Observe agreed points

    Connect through a proxy, SDK or existing telemetry. What can be seen is established before the review begins.

  2. Organise

    Build the sequence

    Put events, tools, rules, approvals and exceptions into one time-ordered record.

  3. Check

    Prepare it for review

    Export the record with its integrity checks, source references and known gaps intact.

The product

See the work. Open what matters. Hand over the record.

Arkna gives operations and review teams one place to follow observed agent activity, check exceptions and prepare a record another person can actually use.

Explore the product
Supplier agent activityIllustrative interface
Runs observed18
Review flags3
Connected sources4
WorkflowStatusEventsStarted

With Arkna.

See

Activity made visible from the systems connected to the record.

Understand

Follow event order, sources, controls, approvals and interventions.

Trust

Check whether included records changed and see where the record begins and ends.

Do more

Give reviewers enough visibility to make a considered decision about the workflow.

Different readers gathered around one record
One record, different questions

Fewer translations between the people responsible.

Supplier assurancereviews activity across the connected supplier workflow
Engineeringreplays the sequence and traces the source
Risk & auditchecks controls, approvals and exceptions
The boardgets a readable record without a technical translation layer
Machines may take on more responsibility. Accountability must remain human.
Why Arkna exists

People should be able to question decisions that affect them, and responsible organisations should be able to explain what happened.

Read our mission
Start with one workflow

See what your systems can already show.

Bring one agent workflow and the question your reviewer keeps asking. We will map the record, the gaps and a practical first scope.

Book a workflow review