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Four assessments we do well

We do not review general-purpose assistants. We assess narrow agents doing high-volume operational work, where accuracy is measurable and the exception path can be agreed in advance.

Document and invoice work

We benchmark extraction and matching against your own document mix and report the share that clears without a person, rather than the figure quoted in the demo.

Document and invoice work

We benchmark extraction and matching against your own document mix and report the share that clears without a person, rather than the figure quoted in the demo.

Triage and classification

We check that low-confidence items arrive unlabelled rather than guessed at, so nobody downstream inherits a priority the agent invented.

Triage and classification

We check that low-confidence items arrive unlabelled rather than guessed at, so nobody downstream inherits a priority the agent invented.

Enrichment and routing

We test whether enrichment and routing hold up against your own data, and report what share of assignments a person still has to question.

Enrichment and routing

We test whether enrichment and routing hold up against your own data, and report what share of assignments a person still has to question.

Reconciliation and gap finding

We assess reconciliation work by what it recovers while you still have leverage, not by how many records it touches after the payment has cleared.

Reconciliation and gap finding

We assess reconciliation work by what it recovers while you still have leverage, not by how many records it touches after the payment has cleared.

Unsure which of these describes your queue?

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