Appeal packets in 90 seconds, backed by policy and clinical evidence.
DenialDefender drafts submission-ready appeals with citations from payer policy, patient charts, and medical literature. No recovery, no fee.
From denial to submission-ready appeal
Designed for RCM teams that need speed, consistency, and evidence traceability.
Drop a PDF, fax, or portal export. We extract the denial code, payer, and request details.
We load chart data, payer policy bulletins, and clinical literature for the case.
Qwen3-32B composes the letter with citations and payer-specific language.
Your team edits, approves, and exports PDF or TXT for submission.
Interactive Demo
Experience the RAG-on-MI300X pipeline. Upload a denial letter and watch the autonomous appeal generation in real-time.
RAG over fine-tuning, with audit-ready citations
Every appeal is grounded in retrieved evidence so reviewers can trace the exact policy clause or clinical fact.
Denial letter and payer policy criteria
Patient chart with diagnoses, labs, imaging, and notes
Clinical literature from PubMed Central Open Access
Past successful appeals by payer and specialty
192GB HBM3 keeps the 32B and 7B models co-resident at full FP16.
Policy updates are indexed instantly, no retraining required.
30 synthetic cases
A clean, HIPAA-safe dataset spanning five payers and eight specialties to prove the pipeline.
- Patient records, clinical notes, medications, and labs
- Payer correspondence for medical necessity and coding
- Policy bulletins and literature references
Clear boundaries for clinical trust
Built for regulated workflows with explicit human oversight.
- Drafts appeal letters with citations
- Surfaces payer policy criteria
- Summarizes clinical evidence for reviewers
- Exports submission-ready packets
- Diagnose or prescribe
- Submit appeals without human review
- Make coverage determinations
- Train on customer PHI
Bring autonomous appeals to your RCM team
Start a pilot in days. We integrate with your denial intake workflow and deliver traceable, reviewer-ready appeals.