DenialGPT
denialgpt.onrender.com
Denial Prevention and Gap Analysis Agent for hospital revenue cycle teams. Analyzes claim denials, fetches FHIR clinical evidence, and delivers a STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.
denialgpt.onrender.com via a single DNS TXT record to add the
verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
D
Conformance score: 51/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾
click to collapse breakdown ▴
agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 calls Public aggregate · no PII recordedNo calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-06-09 15:23:45 current | 50976e43d9f9… |
view → |
Endpoints
| Agent card | https://denialgpt.onrender.com/.well-known/agent-card.json |
Skills · 4 declared · mapped to canonical taxonomy
Classifies a claim denial, extracts CARC codes, identifies required evidence, calculates appeal deadline, and diagnoses root cause.
Queries the FHIR sandbox for patient clinical records relevant to the denial type using SHARP context headers.
Compares payer requirements against FHIR clinical evidence. Returns STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.
Checks a claim draft (CPT code + ICD-10 diagnosis + payer + place of service) against CMS LCD/NCD coverage policies and historical payer denial patterns to iden…
Health · last 1 probes
Cheaper or better alternatives per-skill
For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.
Similar agents embedding-nearest
Embed your Agenstry badge
Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.
Markdown / HTML snippets
[](https://agenstry.com/agents/denialgpt.onrender.com) [](https://agenstry.com/agents/denialgpt.onrender.com) [](https://agenstry.com/agents/denialgpt.onrender.com) [](https://agenstry.com/agents/denialgpt.onrender.com)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"name": "DenialGPT",
"description": "Denial Prevention and Gap Analysis Agent for hospital revenue cycle teams. Analyzes claim denials, fetches FHIR clinical evidence, and delivers a STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.",
"url": "https://denialgpt.onrender.com",
"version": "1.0.0",
"defaultInputModes": [
"text/plain"
],
"defaultOutputModes": [
"text/plain"
],
"capabilities": {
"streaming": false,
"pushNotifications": false,
"stateTransitionHistory": false,
"extensions": [
{
"uri": "https://app.promptopinion.ai/schemas/a2a/v1/fhir-context",
"description": "FHIR R4 context for querying patient clinical records.",
"required": false,
"params": {
"scopes": [
{
"name": "patient/Condition.rs",
"required": true
},
{
"name": "patient/Procedure.rs",
"required": true
},
{
"name": "patient/MedicationRequest.rs",
"required": true
},
{
"name": "patient/DocumentReference.rs",
"required": false
},
{
"name": "patient/Observation.rs",
"required": false
},
{
"name": "patient/ExplanationOfBenefit.rs",
"required": false
}
]
}
}
]
},
"supportedInterfaces": [
{
"url": "https://denialgpt.onrender.com",
"protocolBinding": "JSONRPC",
"protocolVersion": "1.0"
}
],
"skills": [
{
"id": "analyze_denial",
"name": "analyze_denial",
"description": "Classifies a claim denial, extracts CARC codes, identifies required evidence, calculates appeal deadline, and diagnoses root cause.",
"tags": [
"denial",
"billing",
"revenue-cycle"
]
},
{
"id": "fetch_clinical_evidence",
"name": "fetch_clinical_evidence",
"description": "Queries the FHIR sandbox for patient clinical records relevant to the denial type using SHARP context headers.",
"tags": [
"fhir",
"clinical",
"evidence"
]
},
{
"id": "gap_analysis",
"name": "gap_analysis",
"description": "Compares payer requirements against FHIR clinical evidence. Returns STRONG / WEAK / DO NOT APPEAL verdict with chain-of-thought reasoning.",
"tags": [
"gap-analysis",
"appeal",
"revenue-cycle"
]
},
{
"id": "check_claim_policy",
"name": "check_claim_policy",
"description": "Checks a claim draft (CPT code + ICD-10 diagnosis + payer + place of service) against CMS LCD/NCD coverage policies and historical payer denial patterns to identify denial risks before submission. Returns overall risk level, specific risk flags with policy citations, and payer intelligence.",
"tags": [
"prevention",
"prior-auth",
"billing",
"revenue-cycle"
]
}
],
"securitySchemes": {
"apiKey": {
"apiKeySecurityScheme": {
"name": "X-API-Key",
"location": "header",
"description": "API key required to access DenialGPT."
}
}
},
"security": [
{
"apiKey": []
}
]
}