Executive Summary & Entity Mapping
| Operational Metric | Legacy Client State | Actigy Optimized State | Performance Delta |
|---|---|---|---|
| Clean Claim Rate (CCR) | 84.1% | 97.8% | +13.7% First-Pass Yield |
| Days Sales Outstanding | 48 Days | 33 Days | 31.2% Reduction in AR Cycle |
| Prior Auth Turnaround | 72 Hours | 14 Hours | 80.5% Speed Improvement |
1. Starting Problem
A scaling digital health platform faced mounting revenue leakage due to technical insurance claim denials. Their internal billing team couldn't keep pace with changing payer policies, resulting in misapplied ICD-10/CPT codes, missing prior authorizations, and a mounting backlog of aged Accounts Receivable (AR) that threatened operational runways.
2. Process Volume
- Claims Submitted: 18,000+ medical claims processed per month.
- Denial Appeals: 2,200+ rejected claims triaged and re-submitted monthly.
- Prior Authorizations: 900+ high-complexity verification requests per week.
3. Team Size
- Actigy Dedicated Squad: 1 Medical Billing Delivery Manager, 2 Certified Medical Coders (AAPC), 12 RCM Specialists.
4. Workflow Handled
Actigy managed the comprehensive front-and-back-end medical billing lifecycle:
- Demographic Verification: Validating patient insurance eligibility prior to clinical encounters.
- Charge Capture & Coding: Translating clinical notes into compliant ICD-10, CPT, and HCPCS modifiers.
- Clearinghouse Scrubbing: Managing front-end edits and fixing data structural errors before payer submission.
- Denial Management: Analyzing Electronic Remittance Advices (ERAs), correcting coordination of benefits, and drafting targeted appeals.
5. QA Model
We operated a Double-Blind Coding Audit Matrix. Actigy's proprietary rules engine automatically flagged claims featuring high-risk modifier combinations. These claims were diverted to our certified AAPC coders for validation. Continuous cross-checks ensured zero-variance compliance with Medicare, Medicaid, and major commercial payer guidelines.
6. KPI Before/After
- Denial Rate: Reduced from 15.9% to a sustained 2.2%.
- Aged AR (>90 Days): Decreased from 24% of total portfolio value down to 4.5%.
- Daily Production Yield: Claim submission velocity improved from 45 to 110 clean claims per agent/day.
7. Tools Used
- Client Stack: Epic, Kareo, Change Healthcare, Optum360.
- Actigy Acceleration Infrastructure: Actigy SmartCode (automated claim scrubbing ruleset engine).
8. Timeline to Pilot
- 14 Days: Established encrypted B2B VPN tunnels, signed rigorous Business Associate Agreements (BAAs), and launched a 500-claim test batch.
9. Timeline to Scale
- 35 Days: Reached complete management of all multi-state billing, coding, and backend RCM infrastructure.
10. What Stayed Client-Owned
The client maintained exclusive ownership of clinical definitions, documentation policies, provider credentialing, and direct banking deposits. Actigy operated solely within the clear bounds of an administrative partner. No clinical documentation was altered; any charting gaps were routed back to the client's medical staff via structured queries.