Audits outgoing medical claims against insurance payer adjudication rules prior to submission to identify missing documentation and coding mismatches.
The Operational Challenge
Hospitals lose millions in delayed revenue because 15% of outgoing insurance claims are denied due to minor coding discrepancies and missing prior authorization records.
Without autonomous software intelligence, organizations face exponential operational labor drag, transcription error rates exceeding 8%, and compounding response delays that jeopardize enterprise SLAs.
Solution Architecture
Ingests 837 claim files, clinical physician notes, and encounter summaries from hospital billing systems.
Evaluates CPT and ICD-10 code combinations against commercial and CMS payer adjudication guidelines.
Flags claims lacking medical necessity documentation, prior authorizations, or modifier codes.
Auto-corrects minor formatting errors and routes high-risk claims to billing specialists with recommended remediation steps.
Enterprise Security & Compliance
All data processing executes in isolated single-tenant environments. Proprietary company records, documents, and client communications are strictly encrypted in transit (TLS 1.3) and at rest (AES-256) with zero model retention and no external training on customer data.
Deployment Sprint
Week 1: Connect hospital clearinghouse (Change Healthcare, Waystar) and billing databases.
Week 2: Ingest historical claim denial patterns and train payer-specific rejection models.
Week 3: Pre-submission claim scrubbing pilot with billing specialists.
Week 4: Full deployment across inpatient and outpatient billing workflows.
Technical & Operational FAQ
Our machine learning models continuously ingest adjudication updates and historical denial remittances across major commercial and Medicare/Medicaid payers.
Yes. It cross-checks scheduling orders against payer prior authorization requirements, alerting clinic staff 5 days before scheduled procedures.
We support Change Healthcare, Waystar, Experian Health, Epic Resolute, Cerner Patient Accounting, and AthenaCollector.
It highlights the exact line-item code or missing medical chart note causing the risk score, providing the recommended corrective modifier.
Yes. All processing executes in single-tenant, SOC 2 Type II and HIPAA-certified cloud environments with complete audit trail logging.
Health systems recover $1M–$3M in accelerated cash flow annually while reducing billing administrative rework costs by 40%.
Related Solutions & Intelligence
Verified Results
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Evaluation
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