
Four things we are actually good at
We do not build general-purpose assistants. We build narrow agents for high-volume operational work, where accuracy is measurable and the exception path can be agreed in advance.
Document and invoice processing
Extraction, three-way matching and posting for high-volume finance operations. Typically 88 to 94 percent clear automatically, with tolerance breaches and new suppliers routed to a person.
Document and invoice processing
Extraction, three-way matching and posting for high-volume finance operations. Typically 88 to 94 percent clear automatically, with tolerance breaches and new suppliers routed to a person.
Triage and classification
Inbound queues scored for urgency and routed to the right team. Anything under the confidence floor arrives unlabelled rather than guessed at, so nobody inherits a wrong priority.
Triage and classification
Inbound queues scored for urgency and routed to the right team. Anything under the confidence floor arrives unlabelled rather than guessed at, so nobody inherits a wrong priority.
Enrichment and routing
Inbound leads or tickets enriched from your own systems and assigned in under a minute, with the reasoning visible next to every assignment so your team can question it.
Enrichment and routing
Inbound leads or tickets enriched from your own systems and assigned in under a minute, with the reasoning visible next to every assignment so your team can question it.
Reconciliation and exception finding
Continuous checks between two systems that are supposed to agree, flagging the gap while you still have leverage rather than after the payment has cleared.
Reconciliation and exception finding
Continuous checks between two systems that are supposed to agree, flagging the gap while you still have leverage rather than after the payment has cleared.