XiFin Spent 29 Years Teaching Software How to Get a Medical Bill Paid

The San Diego company began with the least glamorous problem in diagnostics - low-dollar claims at punishing volume. Now it is turning decades of billing rules, denials and payor behavior into an AI operating layer for labs, pharmacies and radiology groups.