What we are actually built to do
We do not build general-purpose assistants. We build narrow, high-volume operational agents where accuracy can be measured and the exception path agreed on before anyone signs anything.
Document intake and invoice matching
Extraction, three-way matching and posting for high-volume finance operations. Typically 88 to 94 percent clears automatically; tolerance breaches and unfamiliar suppliers route to a person.
Document intake and invoice matching
Extraction, three-way matching and posting for high-volume finance operations. Typically 88 to 94 percent clears automatically; tolerance breaches and unfamiliar suppliers route to a person.
Triage and severity scoring
Inbound queues get scored for urgency and sent to the right team. Anything under the confidence floor arrives unlabelled instead of mislabelled, so nobody inherits the wrong call.
Triage and severity scoring
Inbound queues get scored for urgency and sent to the right team. Anything under the confidence floor arrives unlabelled instead of mislabelled, so nobody inherits the wrong call.
Enrichment, then routing
Inbound leads or tickets get enriched from your own systems and assigned in under a minute, with the reasoning shown next to the assignment so your team can challenge it.
Enrichment, then routing
Inbound leads or tickets get enriched from your own systems and assigned in under a minute, with the reasoning shown next to the assignment so your team can challenge it.
Reconciliation and gap detection
A standing check between two systems that are meant to agree, surfacing the gap while you still have leverage, not after the invoice has already cleared.
Reconciliation and gap detection
A standing check between two systems that are meant to agree, surfacing the gap while you still have leverage, not after the invoice has already cleared.