Straight-through claims processing with humans on the exceptions.

A health payer processed claims through a mostly manual intake queue that throttled turnaround and frustrated providers. We built an automation layer that ingests claims across formats, validates and enriches them, and routes clean claims straight to adjudication — escalating only genuine exceptions. Provider turnaround improved and staff focus shifted to the cases that actually need judgment.