65%
Denied Claims Left Unreworked — The Revenue Gap the AI Denial Management Agent Closes.
Trusted by startups and global leaders
Six Capabilities of the AI Denial Management Agent
From real-time 835 ERA intake and CARC/RARC classification to AI-drafted appeals, worklist management, and payer compliance monitoring.
835 ERA Denial Intake & Classification
Real-time 835 ERA intake — every denial parsed for CARC/RARC codes in seconds.
Root Cause & Pattern Detection
ML denial analysis by payer, provider, and code — surfacing root patterns.
Appeal Drafting & Payer Submission
AI drafts complete appeal packages for every denial type in minutes.
Denial Worklist & Deadline Management
AI ranks every denial by value, win probability, and deadline urgency.
Payer Monitoring & Compliance
Cross-references paid claims against contracted rates to catch underpayments.
Prevention Feedback & Correction
Every denial routes upstream as a prevention action to stop repeat errors.
Denied Claims Left Unreworked — The Revenue Gap the AI Denial Management Agent Closes.
65% of denied claims are written off without a rework attempt — not because recovery is impossible, but because manual teams cannot sustain the volume at $118 per rework.
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$19.7 Billion Fighting Denials. 90% of Them Preventable.
Every number comes from production revenue-cycle deployments — measured live, not projected in a pitch deck.
90%
of healthcare claim denials are preventable — caused by eligibility failures, missing authorisations, coding errors, and documentation gaps that AI catches…
100+
Enterprise customers trusting Bonami X AI for mission-critical healthcare and revenue cycle operations.
24/7
Autonomous monitoring with real-time alerts — continuous automated intervention across every workflow.
Our Process
Why Use the AI Denial Management Agent
Drag, click, or use the dots to walk through each reason.
90% of Denials Are Preventable — AI Closes the Prevention Gap That Manual Teams Cannot
90% of denials are preventable. The AI agent routes them upstream as a prevention action within hours — a loop manual teams cannot close.
63% of Denials Are Recoverable If Appealed — AI Ensures Every Recoverable Denial Is Worked
63% of denied claims are recoverable, yet 65% go un-reworked. The AI agent appeals every one before deadline — regardless of dollar amount.
Denial Data Drives Payer Contract Negotiation — Not Just Operational Rework
The AI agent turns denial and underpayment patterns into claim-level evidence for contract renegotiation — not just operational rework.
Works With Your Existing Revenue Cycle & EHR Stack
The AI Denial Management Agent connects to your EHR, clearinghouses, practice management system, and payer networks via ANSI X12 835, FHIR R4, and REST APIs — reading remittance data, accessing clinical documentation for appeal drafting, and writing appeal status back to your existing systems.
Epic
Epic EHR FHIR R4 denial management and claim appeal integration
Oracle Health
Oracle Health Cerner Millennium denial management AI integration
athenahealth
athenahealth integration for claim denial management and appeals
Waystar
Waystar RCM clearinghouse 835 ERA denial management integration
Change Healthcare / Optum
Change Healthcare Optum integration for denial management and remittance
Availity
Availity payer network integration for denial management and appeals
Experian Health
Experian Health integration for denial prevention analytics
From the Desk of Our Esteemed Clients
Real results from enterprises that have deployed Bonami's AI solutions across industries.
Bonami's AI platform revolutionized our content creation process. Their natural language generation tools helped us scale our content production by 300% while maintaining exceptional quality and brand voice.
Stop Writing Off 65% of Denied Claims Your Revenue Cycle Could Be Recovering
Every denial that is not worked is revenue your organisation earned and billed — but will not collect.
Book Denial Recovery Demo
Six Capabilities of the AI Denial Management Agent
From real-time 835 ERA intake and CARC/RARC classification to AI-drafted appeals, worklist management, and payer compliance monitoring.
01
835 ERA Denial Intake
Real-time 835 ERA intake — every denial parsed for CARC/RARC codes in seconds.
02
Root Cause
ML denial analysis by payer, provider, and code — surfacing root patterns.
03
Appeal Drafting
AI drafts complete appeal packages for every denial type in minutes.
04
Denial Worklist
AI ranks every denial by value, win probability, and deadline urgency.
05
Payer Monitoring
Cross-references paid claims against contracted rates to catch underpayments.
06
Prevention Feedback
Every denial routes upstream as a prevention action to stop repeat errors.
Get in touch
Ready to Stop Writing Off Recoverable Denied Revenue?
Talk to a revenue cycle AI specialist — get a live demo of the Denial Management Agent running against your actual 835 ERA data and payer mix, plus a denial recovery impact assessment showing what your current rework gap is costing each month.
Response within 24 hours
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Free consultation, no obligation
Frequently Asked Questions
[ 1 ]
What is an AI Denial Management Agent?
An AI Denial Management Agent autonomously reads every ANSI X12 835 ERA, classifies each denial by CARC/RARC root cause, and scores it by appeal win probability and financial value.
[ 2 ]
How does AI denial management reduce the denial write-off rate?
The 65% write-off rate exists because building a medical necessity appeal manually takes 45–90 minutes per denial. The AI agent completes the same process in minutes — retrieving EHR clinical data via FHIR API, mapping it against clinical criteria, and drafting the complete appeal for billers to review and approve.
[ 3 ]
What types of claim denials does the agent manage?
The agent handles all CARC/RARC denial categories — eligibility and coverage, authorisation and referral, medical necessity, coding and unbundling, timely filing, duplicate claims, coordination of benefits, and patient responsibility.
[ 4 ]
How does the agent draft clinical appeal letters?
For clinical denials, the agent accesses the patient's EHR via FHIR R4 API — retrieving clinical notes, diagnostic results, and medication history — and maps the data against MCG Health or InterQual criteria for the denied service type.
[ 5 ]
Which EHR and RCM platforms does the agent integrate with?
The agent integrates with Epic (FHIR R4 clinical APIs), Oracle Health Cerner (Millennium REST and FHIR R4), and athenahealth for clinical data access. For remittance and appeal submission, it connects to Waystar, Change Healthcare/Optum, and Availity via 835 EDI.
[ 6 ]
How does the agent detect underpayments?
Underpayment detection runs on every paid claim, cross-referencing the amount paid against the contracted fee schedule for that payer, service code, and date of service.
[ 7 ]
How does the agent support payer contract negotiation?
The agent builds a payer analytics environment for managed care contracting: denial rates benchmarked against MGMA/HFMA standards, appeal overturn rates documenting over-denial, and underpayment recovery amounts.
[ 8 ]
How long does implementation take and what revenue impact can we expect?
Standard deployment runs 4–6 weeks: clearinghouse 835 feeds, EHR FHIR API connections, payer fee schedules, and appeal templates for the top 15 payers by volume.
[ 9 ]
What makes this healthcare denial management software different from a clearinghouse module?
Most clearinghouse modules surface denials in a worklist but leave appeal construction to your team. This denial management software reads every 835 ERA, classifies the CARC/RARC root cause, and drafts the complete appeal from EHR clinical
[ 10 ]
Is this denial management software suited to medical billing denials and appeals management?
Yes. This medical billing denial management software covers the full denials and appeals workflow across every CARC/RARC category — eligibility, authorisation, medical necessity, coding, and timely filing.
[ 11 ]
Who builds and runs this agent?
This agent is one of 32 built and maintained by Bonami X AI, our production AI agent division. If you want an agent like this scoped for your own workflow, our AI agent development company team handles discovery, build, integration, and support end to end.
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