A 40+ location, multi-specialty physician group with $180M–190M in annual gross collections routinely writes off $5M+ per year in recoverable denied claims. Their 10+ person denial team can manually work fewer than 4,000 of the 10,200+ denials that typically arrive each month, and timely filing windows generally close on $3M+ in receivables within 100 days. When their largest commercial payer adds prior authorization requirements for 12–16 additional CPT codes in a single billing cycle, inaction normally becomes a quantified, immediate financial risk.
Through a 15-16-week phased deployment of the IQ Platform, the group's denial management operation can typically scale to full claims volume with zero net headcount additions.
Expected outcomes post-deployment:
- $4M+ in annualized recovered revenue, typically achievable within 5–7 months of full deployment
- 99.5% clean claim accuracy rate on automated submissions, up from an 84% first-pass acceptance rate
- 70% reduction in claim resolution time, from over 20 days to under 5 days per denied claim
- 87% reduction in documentation time per denial, from 60-90 minutes to under 8 minutes
- 31% reduction in AR days outstanding
- Within 12 months, full platform payback with 30% ROI deliverable in Year 1
This transformation illustrates that for large-scale medical groups, the barrier to revenue integrity is rarely a lack of effort, but a lack of scalable intelligence. By evolving denial management from a labor-intensive manual process into a high-speed automated workflow, the organization generally transitions from playing financial defense to driving strategic growth. Download the full case study to explore the phased implementation roadmap and the specific framework used to turn a $5M+ annual liability into a resilient, high-yield asset.