accel health
Autonomous Physician Credentialing & HIPAA Claims Adjudication Engine
Engineered a HIPAA-compliant autonomous physician credentialing and claims adjudication platform processing over 40,000 daily diagnostic claims with instant verification and 92% dispute reduction.
Instant ICD-10 & CPT code verification
Deterministic medical billing schema enforcement
Reduced from 90 days via CAQH/NPI pipelines
Zero-retention private LLM inference cluster
Enterprise hospital systems and medical provider networks faced crippling operational delays in physician credentialing and claims adjudication. Onboarding a newly hired doctor took an average of 90 days due to manual phone calls to medical licensing boards, DEA certificate registries, and malpractice insurance underwriters.
Concurrently, outpatient diagnostic clinics suffered from a 28% first-pass claims denial rate from major health insurance payers. Mismatched diagnostic ICD-10 codes, invalid NPI numbers, and unverified modifier combinations delayed tens of millions in reimbursement revenue, forcing clinics into expensive manual dispute queues.
Core Workstreams Executed:
- Constructed an autonomous credentialing engine that queries CAQH, NPPES, state medical licensing boards, and DEA registries via automated API wrappers.
- Implemented an automated ICD-10 and CPT coding verification pipeline grounded against CMS national correct coding initiative (NCCI) tables.
- Architected a zero-retention private inference cluster running inside AWS Nitro Enclaves with signed Business Associate Agreements (BAAs).
- Built human-in-the-loop review dashboards with sub-second GraphQL synchronization for hospital credentialing committees.
Claims Throughput & Credentialing Pipeline Operations
The primary operations dashboard tracks thousands of daily credentialing workflows and claims filings. Each medical provider application is monitored from initial document ingestion to primary source verification.
- check_circle Real-time tracking of 42,800+ daily claims moving through automated adjudication tiers
- check_circle Instant verification badges for medical school diplomas, residency programs, and board certifications
- check_circle Automated reimbursement pacing graphs comparing payer turnaround times
ICD-10 Discrepancy Queue & Primary Source Verification Stream
The deep analytical inspection module highlights the automated discrepancy triage queue. When a claim contains potentially conflicting diagnosis and procedural codes, the system flags the precise conflict line before payer submission.
- check_circle Instant detection of unbundled CPT codes and invalid clinical modifiers
- check_circle Automated primary source verification receipts timestamped for hospital accreditation audits
- check_circle Sub-500ms settlement confirmation integration with major clearinghouses (Optum, Availity)
We engineered a deterministic multi-agent orchestration architecture utilizing LangGraph and Temporal. When a physician submits application materials, automated agents parse medical diplomas, CVs, and DEA certificates into strict Pydantic schemas.
To guarantee 100% HIPAA compliance and zero patient/physician PII leakage, all OCR and validation tasks run within memory-isolated Nitro Enclaves. Mathematical differential privacy filters strip sensitive diagnostic identifiers before routing claims through payer EDI 837 clearinghouses.
Core Production Stack:
7-Stage DAG Architecture Blueprint
Live signal pulses tracing data ingress through classification, parallel branches, and persistent storage
Measurable Impact & Concrete Business Returns
Every line of code delivered for accel health was engineered to eliminate systemic bottlenecks, reduce infrastructure spending, and accelerate business throughput without vendor lock-in.
| Architectural Metric | Pre-Existing Legacy Monolith | Generic Solution Engine |
|---|---|---|
| Physician Onboarding Velocity | 90 to 120 days manual paperwork | 72 hours automated primary source verification |
| First-Pass Claim Denial Rate | 28.4% rejected by payers | Reduced to 1.8% first-pass denial rate |
| Manual Dispute Review Overhead | 24 full-time billing specialists | Automated 92% of discrepancy resolutions |
| Reimbursement Acceleration | 45 to 60 day collection cycle | Under 14 days average payout velocity |
100% IP Ownership
Full source code, Git history, Terraform state, and Docker containers transferred to your enterprise GitHub organization. Zero licensing fees or royalty locks.
Enterprise Security Standards
Audited for SOC-2 Type II, HIPAA BAA enclaves, and GDPR Article 32 compliance with mathematically verified cryptographic audit trails.
10-Day Production Kickoff
Senior engineering pods embedded into your Jira, Slack, and GitHub workflows within 10 days of alignment.
"The autonomous credentialing platform engineered by Generic Solution eliminated a 3-month administrative nightmare. Our physicians now start practicing and billing within 72 hours of signing their contracts."
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