Case Study: National Health Commercial Medical Company achieves rapid, precise commercial medical underwriting with IQVIA

Precision and Speed-to-Insight in Commercial Medical Underwriting

National Health Commercial Medical Company engaged IQVIA to improve the speed and accuracy of its commercial medical underwriting. Facing increased market volatility and the need for more granular risk signals, the customer required external data enrichment, rapid census ingestion, secure patient de-identification/tokenization, and claims–prescription matching to support their internal predictive models.

IQVIA delivered its data and advanced analytics services—ingesting and tokenizing census files, matching medical and prescription claims, and returning risk scores in under five minutes with 24/7 monitoring. The solution produced measurable results: >95% match rate to IQVIA ID, ~85% match to claims, >99.5% production uptime, 35K+ processed files per quarter and near-census coverage, enabling more precise pricing, better cost control, and faster underwriting decisions.