AURUX™
Pre-Submission Clinical Validation Engine
The Gold Standard
of Documentation Integrity
AURUX is a Pre-Submission Clinical Validation Engine designed to identify documentation gaps before authorization and claim submission workflows.
Upstream Clinical Validation
AURUX intercepts documentation gaps before they become denials
Chart Created
Clinical documentation initiated in EHR
Validation Scan
AURUX analyzes documentation against medical necessity criteria
Gaps Flagged
Missing documentation and risk factors identified
Revalidation
Documentation updated and re-scanned
Ready for Submission
Documentation complete, submission risk minimized
Chart Created
Clinical documentation initiated in EHR
Validation Scan
AURUX analyzes documentation against medical necessity criteria
Gaps Flagged
Missing documentation and risk factors identified
Revalidation
Documentation updated and re-scanned
Ready for Submission
Documentation complete, submission risk minimized
Documentation Gaps Create Financial Exposure
Incomplete clinical documentation at the point of care leads to downstream revenue loss
Incomplete Documentation
Missing clinical rationale, unsigned orders, absent progress notes
Authorization Risk
Insufficient medical necessity documentation for payer review
DRG/Reimbursement Exposure
Undercoding, downgrades, and payment shortfalls
Denials / Delayed Cash Flow
Administrative rework, appeals, and revenue cycle friction
Annual claim denials in U.S. healthcare
Of denials are preventable
Average cost to rework a single denial
AURUX Intercepts Documentation Gaps Upstream
AURUX P-CVE is a pre-submission clinical validation layer that embeds directly into provider workflows. We identify missing documentation before a claim is submitted, preventing denials and protecting revenue.
Prevent Denials Upstream
Identify documentation insufficiencies before they reach payer review. Stop preventable denials at the source.
Medical Necessity Validation
Validate documentation against medical necessity criteria to ensure authorization readiness.
Reduce Administrative Rework
Eliminate the cycle of denials, appeals, and resubmissions. Free your team from reactive workflows.
Accelerate Cash Flow
Improve submission readiness and reduce days in A/R. Protect revenue at the point of care.
Real-Time Validation Intelligence
A unified view of submission readiness, documentation gaps, and financial risk
Active Cases Requiring Attention
12 pendingProgress note missing for Day 3
Medical necessity criteria unmet
Awaiting attending signature
Level of care justification incomplete
Revalidation Queue
Denial Risk Score
Medical Authorization Gap Intelligence
Inside the AURUX platform, the P-CVE engine validates whether documentation is ready. MAGI is the intelligent layer above it — it surfaces evidence gaps, guides resolution, and coordinates human review and revalidation. Security surrounds the entire platform as a separate layer.
P-CVE validates. MAGI orchestrates and explains. Security protects everything.
Clinical Documentation
Chart data is organized for review.
MAGI Identifies Gaps
Missing evidence and documentation gaps are surfaced and organized.
P-CVE Validation
Documentation is checked against required payer criteria fields.
Human Review
Clinical teams review flagged items and add what is needed.
Revalidation
Updated documentation is re-scanned for remaining gaps.
Submission Readiness
Documentation is complete and ready for submission.
Security & Governance
Architecture layerA separate layer surrounding the entire platform — HIPAA controls, encryption, and cryptographic agility (eventually post-quantum). It protects P-CVE and MAGI but is not part of MAGI's functional flow. Advanced concepts are conceptual / future-state.
Technology Direction
Conceptual / future-stateDesign concepts under exploration — not current capabilities or claims. These sit in the surrounding architecture, separate from MAGI's functional flow.
AI Acceleration
High-performance compute (e.g. Cerebras-class) that could accelerate AI computation — a separate accelerator, not part of MAGI or the security layer.
Cloud Portability
Designed toward hybrid and multi-cloud deployment so health systems retain flexibility.
Post-Quantum Security
Evaluating post-quantum cryptography to keep protection durable as standards evolve.
Sustainability
Compute-efficiency goals aimed at reducing the operational footprint of validation at scale.
Fewer gaps. Greater access. A healthier tomorrow.
Workflow-Embedded Integration
AURUX embeds directly into existing clinical workflows via industry-standard protocols
EHR Compatibility
Epic
CompatibleSeamless EHR integration
Oracle Health
CompatibleCerner platform support
athenahealth
CompatibleCloud-native connectivity
MEDITECH
RoadmapHealth system integration
Standards & Protocols
AURUX is designed with a HIPAA-conscious architecture and supports secure, encrypted data exchange with provider systems.
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