About Medical Bill Parser

Medical bill extraction for charge and balance review. Structure the provider statement so a reviewer can compare charges, payments, and balances.

Built for a specific review workflow

Who it serves: Patient advocates and billing operations.

Medical Bill Parser turns supported document inputs into structured fields for a person or application to review. The useful result is a record you can compare with the source and map to your next step.

  1. Extract the itemized bill.
  2. Compare totals and service details with the source and EOB.
  3. Prepare unresolved differences for a billing inquiry.

What needs a human check

  • Distinguish service date from statement date.
  • Compare line items, adjustments, payments, and the stated balance.
  • Match the relevant EOB before making an insurance-payment assumption.
  • Generic adjustments do not establish an insurance adjustment; retain the source classification.

An extracted charge is not a finding of overbilling. Keep the source and related payment records for review.

Extraction is not document authentication or professional tax, legal, medical, insurance, or credit advice. Check material values against the source before relying on them.

Who operates Medical Bill Parser

Medical Bill Parser is built and operated by Soxoa LLC, an AI consulting and software business based in Sacramento, California. Our related document tools share ownership; they are not independent endorsements of each other.

Questions about the product or your data? Email john@soxoa.com. Read the privacy policy and terms before sending sensitive documents.

Evaluate it on your document type

The sample page explains the expected fields, review checks, and an illustrative output. Test representative, permitted documents before connecting a downstream workflow.

Explore the sample and field guide