Document Processing & IDP for Professional Services

Matching an invoice to a purchase order and a goods receipt is where the real savings sit, and where naive OCR projects stop. We build the three-way match, not just the read.

In professional services, every hour spent on internal documentation is an hour not billed. That single fact reshapes how document processing & idp has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is timesheet narrative generation, usually integrated against CRM. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. We hand over with runbooks, tests and a team that knows how it works, not a dependency.