Use case · Audit & compliance

Proving what an agent did

When a regulator or auditor asks what your agents did, the answer needs to exist in an unalterable form. Most organisations can’t produce it. FIOR can.

Most organisations can’t answer the accountability question

As agents start running privileged workloads, the accountability question lands on your desk. Regulators under the EU AI Act and DORA require traceability for automated decisions. Auditors want to know which agent did what, under whose authority and against which data.

Existing logs weren’t built for this. They’re scattered across LLM APIs, vector stores and tool brokers. They’re mutable. By the time they’re assembled into something coherent, they’re already incomplete and no regulator will accept them as defensible evidence.

If you can’t produce the record, you can’t answer the question.

A complete, tamper-evident record produced automatically

Because FIOR enforces on every agent interaction, it produces a complete record automatically as a by-product of that enforcement. Every identity check, policy decision, permitted action and data class touched is written to a Merkle-chained, cryptographically verifiable audit trail in real time. Tamper-evident by construction. Ready before anyone asks.

Answer the auditor

Trigger

A regulator or auditor asks which agents accessed customer data, under whose authority, in a given period under EU AI Act or DORA.

What FIOR does
Produces a tamper-evident, Merkle-chained record of every action including identity, authority, data class and model used. On demand.

Outcome

The accountability question has a defensible, regulator-ready answer. Not one reconstructed from scattered logs.

Enforce data-class boundaries

Trigger

A support agent may read tickets but must not expose PII in its payloads.

What FIOR does
Applies policy inline per action. Permits the read, redacts PII from the payload and logs the decision.

Outcome

Governance is enforced on every transaction, not just written in a document.

See the audit trail in practice

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