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Healthcare billing · Delivered project

Claims Preparation and Review for Healthcare Billing

A three-day backlog became a same-day routine.

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The claims preparation bottleneck

Claims sat for three days before anyone could work through them. Preparing the incoming documents was part of that backlog. The delivered workflow reads and prepares documents on arrival, with exceptions reaching a person for review.

From incoming documents to checked information

Document intake reads the paperwork and extracts fields. Validation rules check that information against payer-specific requirements. Preparation and checking happen as documents arrive, rather than waiting for someone to work through the backlog.

Where people review the exceptions

Anything the rules cannot confirm goes to a review queue. The automated preparation handles the recurring document work; a person handles the exceptions. The queue gives staff a place to work through information that needs review.

Access is limited to the billing folder, and every automated action is recorded for audit. These controls are part of the delivered workflow.

The reported result

A three-day backlog became a same-day routine. This is the reported preparation and review outcome. The project record does not establish a claim volume, reimbursement improvement, or financial savings.

Inside the implementation

Document intake uses OCR and field extraction, validation rules for payer-specific requirements, and a review queue for anything the rules cannot confirm. Access is limited to the billing folder. Every automated action is recorded for audit.

Representative interfaceSample data
CLAIMS OPERATIONSException review queue
Updated now
18 prepared3 need review1 rule changed
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