Define the claim type and payer
Start with one bounded outpatient workflow.
Burhaneo organizes a review process around the issue, the source and what a claims specialist should investigate next.
Import claims and text-bearing clinical evidence. Authorized, secure data pipelines are needed for real patient records.
Evaluate selected fields and supporting evidence against approved rules where available.
Inspect the rule reference, cited source passage and any uncertainty or missing information.
Ask for documents, refer a clinical question, document corrections or record internal review.
Instead of an unsupported red warning or rejection probability, an example review shows a possible authorization-reference gap, then a treatment-history passage with an illustrative clinical criterion.
This is not a live payer decision. The illustrative rule is not asserted to be a Saudi insurer policy.

Before using the workflow in live hospital operations, rules and proposed actions should be compared with independently annotated historical claims in a security-approved environment.
Start with one bounded outpatient workflow.
Clinical and RCM experts create the validation labels.
Review missed issues, false positives, source quality and reviewer usefulness.