Product
Human-confirmed AI: how Vigil8 keeps people in charge
Agents propose, people decide. How suggestions, findings and the opt-in "same as before" sign-off keep a person accountable for every change.
Regulated organisations cannot hand decisions to a model. They can — and should — hand it the groundwork. The difference is in the design.
Suggestions under each field
When a writer agent drafts a risk, a control or a policy, its suggestions appear under each field with the reason for it. The person accepts, edits or dismisses each one. There is no copying and pasting, and nothing is applied without a click.
Findings, not decisions
In workflows, agents report what they found — clear, exceptions or unsure — and the workflow sends the work to the right person. A control owner signs a prepared self-assessment; a manager looks into exceptions.
Autonomy only where you switch it on
An organisation may allow one thing more: when a finding is exactly the same as periods people confirmed one by one, and nothing on the record changed, a person may sign several off together. Anything new or changed is always looked at alone — and every action, by people or agents, is on the record.