AI Denial Management Software for Hospitals
Catch the denial before the payer does.
HealthFAX Revenue Intelligence is AI denial management software for hospitals and health systems. It scores claims for denial risk before submission, applies payer-specific rules, automates appeals and traces denials to their root cause, so your team fixes problems before they cost you cash.
A ready-built, fully customizable module of the HealthFAX AI platform that replaces months of custom development with an AI engine purpose-built for denial management.
Improve First-Pass Acceptance Rates
Revenue Intelligence checks claims against payer-specific rules and your own denial history before they go out. It flags the issues that lead to denials, from eligibility gaps and authorization mismatches to missing documentation and coding errors, and suggests a fix while the claim can still be corrected.
Pre-submission
Claims scored before they go out
Root cause
Denials traced to the payer rule, code or document behind them
From Revenue Leakage to Revenue Recovery
Why claims get denied
Denials start with problems no one caught before the claim went out
Eligibility gaps, authorization mismatches, missing documentation, coding errors and changing payer rules. Without root cause analysis, hospitals see the denial but not where the leakage starts.
Why reworking denials falls short
Manual reviews and after-the-fact appeals keep teams busy, not ahead
Staff chase denials after the payer has said no, build each appeal by hand and work aging claims one at a time. Cash waits, A/R days climb, and the same denials come back.
How AI denial prevention works
Ready-built AI that scores claims for denial risk before submission
Revenue Intelligence checks claims against payer-specific rules and your denial history, flags risks with a suggested fix, automates appeals for denials that still occur, and builds A/R follow-up worklists. Fully customizable to your revenue cycle.
What changes for your revenue cycle
Prevention replaces rework
Your team works the claims most at risk first, appeals go out with less manual effort, and leaders see which payers and workflows drive denials. See what one multi-site provider organization measured.
Why Revenue Intelligence Matters
Maximize Reimbursement
Identify coding gaps, ensure compliance, and capture every dollar you're entitled to with intelligent claim optimization.
Drive Growth
Spot trends, forecast revenue, and make data-driven decisions that accelerate financial performance.
Prevent Denials with AI
Machine learning predicts denial risks before claims are submitted, enabling proactive corrections and recovery strategies.
Real-time Monitoring
Track revenue metrics in real-time and stay ahead of financial challenges with actionable alerts.
Powered by AI-Driven Insights
Denial Prevention Engine
Advanced AI analyzes claim characteristics, payer rules, and your organization's history to predict likely denials before submission.
Clinical Context Integration
Combine revenue insights with clinical data for holistic understanding of patient outcomes and financial impact.
Intelligent Recommendations
Receive specific, prioritized recommendations to improve revenue capture, reduce denials, and optimize operations.
See It In Action
Discover how HealthFAX AI Revenue Intelligence revolutionizes RCM processes
Automated Prior Auth
HealthFAX AI transforms prior authorization by automating the entire verification process in real-time. Our intelligent system checks each request against payer requirements, submits it automatically and removes the manual bottlenecks that delay claims. By leveraging AI to verify medical necessity and match payer requirements, you accelerate cash flow while ensuring compliance at every step of the RCM cycle.
Per payer
Requirements matched to each payer's rules
Automated
Requests submitted once checks pass
Denial Prediction
Stop denials before they devastate your revenue. HealthFAX AI Revenue Intelligence uses predictive machine learning to identify high-risk claims, enabling proactive interventions before submission. Our system analyzes claim characteristics against payer rules and your organization's historical patterns, flagging problematic coding, missing documentation, or compliance issues in real-time. Transform denial management from reactive recovery to proactive prevention.
Reason shown
Coding, documentation or compliance issue named on each flag
Real-time
Risk flagging before submission
AI Cost Estimation
Maximize revenue capture with intelligent, real-time cost estimation powered by HealthFAX AI. Our system analyzes thousands of CPT codes, insurance plans, and regional pricing rules to deliver accurate reimbursement predictions before claims are submitted. By revealing expected reimbursement upfront, your team can identify high-value opportunities, make informed billing decisions, and optimize patient financial responsibility collection with confidence intervals that reflect estimation accuracy.
Line by line
Every estimate itemized
Source named
Price basis on every estimate
Intelligent ICD/CPT Code Assignment
Revolutionize your coding accuracy and efficiency with HealthFAX AI's intelligent code assignment system. By analyzing clinical notes with advanced natural language processing, our AI suggests the most appropriate ICD-10 and CPT codes while catching common coding errors before claim submission. This reduces compliance risk and manual coding workload, and ensures every code reflects the full clinical picture—maximizing legitimate reimbursement while maintaining audit-ready documentation standards across your entire RCM operation.
Watch Revenue Intelligence in Action
Discover how AI-powered denial prediction, automated prior auth, intelligent cost estimation, and autonomous coding work together to maximize reimbursement and transform your revenue cycle.
Platform Overview
Watch how our AI-powered platform delivers intelligent insights across clinical and revenue domains, enabling coordinated action that transforms healthcare operations.
Reactive denial work vs. AI denial prevention
How denial management changes when hospitals catch problems before submission instead of after the payer says no.
Area |
Reactive denial work |
AI denial prevention |
|---|---|---|
| When problems surface | After the payer denies the claim | Before submission, while the claim can still be fixed |
| Claim checks | Manual review of some claims, when time allows | Claims scored against payer-specific rules and your denial history |
| Root cause | Denials worked one at a time, so the same causes repeat | Denials grouped by root cause, so the source gets fixed |
| Appeals | Built by hand, claim by claim | Automated for the denials that still occur |
| A/R follow-up | Worked by claim age or balance | Prioritized follow-up worklists |
Denial Management Software FAQ
What is denial management software?
Denial management software helps hospitals and health systems prevent, track and resolve denied insurance claims. HealthFAX Revenue Intelligence uses AI to score claims for denial risk before submission, apply payer-specific rules, automate appeals, trace denials to their root cause and build A/R follow-up worklists.
Does denial management software replace our RCM system?
No. Revenue Intelligence works alongside your EHR and billing system rather than replacing them. HealthFAX is built for Epic, Oracle Health and athenahealth, and connects to other systems through HL7 v2, FHIR R4 and X12 EDI claim and remittance files. Your team keeps its current workflow, with denial risk scores, suggested fixes and worklists added to it.
How does AI find the root cause of a denial?
Revenue Intelligence compares each denial with the claim behind it: its codes, documentation, eligibility, authorization and the payer's rules. It groups denials that share a cause, so your team can see which payers, codes and workflows drive the most denials and fix the source instead of reworking claims one at a time.
How long does a pilot take?
Pilot length depends on its scope, which we agree with you before it starts, along with the data it uses and how success is measured. A pilot runs Revenue Intelligence on your own claims and remittance data and tracks measures such as claims flagged before submission, denials by payer and root cause, appeal workload and A/R days.
Customer Results
Measured outcomes from OptraHEALTH deployments. Client names are kept confidential.
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