Infinia ML

Infinia ML supplies Aspirion's health-system clients with ClaimIQ, an AI platform that reads unstructured clinical and billing documents. DocIQ extracts evidence from medical records and drafts appeal letters, while ContractIQ turns payer contracts into reimbursement rule sets and ClinIQ surfaces denial patterns.

The platform is trained on claims data spanning hundreds of payers and providers, so its contract parsing and clinical reasoning reflect real payer-provider agreements rather than generic rules. Appeals land more than twice as fast as manual review, with a cited evidence trail behind each recommendation.