Skip to content

Pillar 03 · Transparency

You know what was executed, checked, validated and corrected.

Transparency is not a module bolted on afterwards. Every execution produces its evidence artefacts at the moment it happens.

AI judge

An evaluator model scores the compliance, consistency and level of substantiation of every block before a human sees it. The expert lands on a pre-sorted document, with a score per block and the reason for every alert.

Product visual coming soon

Human in the loop

Draft, reviewed, approved — three separate roles, every validation carrying an identity and a timestamp. Validation happens block by block, never on the whole document. When evidence is insufficient, the button is disabled and the reason displayed.

AUDIT panel: certified block counter, statuses, Validate button
Validate block by block — never the whole document at once.

Governed feedback

An expert’s feedback is not a comment lost in a thread. It is typed, attributed, versioned, then replayed on the next ritual. That is what raises the acceptance rate and lowers the cost per run.

Product visual coming soon

Audit Pack

An exportable archive over the period and scope of your choice: input data, prompts, responses, validations, algorithm versions and applied policies. A past run replays on an auditor’s request, with the delta displayed.

Product visual coming soon

The four mechanisms in a single screen. No blind global validation.

Console and AUDIT panel: score per block, validation status, source lineage, export
The four mechanisms in a single screen. No blind global validation.

Three objects, three questions.

Many platforms call a log screen “traceability”. Here, three distinct objects answer three different questions.

Run Receipt

Run Receipt

With what, how and under which conditions was this result produced?

Models, versions, prompts, parameters, sources, rules, checks, identities, timestamp, cost and duration.

Proof of fabrication

Evidence Panel

Evidence Panel

Is this deliverable substantiated enough to be used?

Inside the business flow: cited sources, viewable excerpts, score per assertion, validator identity.

Proof of visible justification

Audit Pack

Audit Pack

Why is this result justified, acceptable and compliant?

Exportable archive: inputs, prompts, responses, validations, algorithm versions, applied policies.

Proof of formal justification

Product visual coming soon

Audit Pack contents: a 65-file archive opened on the judge results

Ready to industrialize your decisions?

The AI that holds up in audit.