ARDIA PRECISION HEALTHGoverned AI for healthcare revenue & precision care
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How It Works

End-to-End Revenue
Recovery Process

From raw 835/837 denial files to recovered revenue — Ardia's software handles every step. Human review streamlined to one click. No template letters. Clinical reasoning at every stage.

How Every Denied Claim Gets a
Second Chance

1
Data Ingestion

Claim & Denial Data Intake

Ardia connects to your billing system or RCM platform via ANSI X12 EDI (835/837) file upload, direct API, or SFTP. Denial data is ingested, parsed, and normalized in minutes. No EHR integration required for Phases 1A and 1B.

Supported FormatsANSI X12 835 Remittance, 837P/I Claim, HL7 FHIR R4
Connection MethodsDirect API, SFTP, Manual upload, EHR SMART-on-FHIR
Processing SpeedTarget: 1,000+ claims parsed per minute
Data SecurityAES-256 encryption · TLS 1.3 in transit · HIPAA-BAA covered
2
Payer Rules Intelligence

Payer-Specific Rules Engine Activation

For each claim, Ardia's rules engine identifies the exact payer (MAC jurisdiction, commercial payer, Medicare Advantage plan), the applicable LCD/NCD/LCA, and the specific denial reason code. A tailored reasoning path is assembled before any clinical analysis begins.

MAC CoverageAll 7 Medicare Administrative Contractors · Palmetto GBA MolDX
Payer Library400+ commercial payer policy mappings updated quarterly
Denial CodesCO-50, CO-55, CO-97, CO-151, CO-167, PR-204 & 200+ more
Update CadenceLCD/NCA policy changes tracked weekly via CMS feeds
3
AI Clinical Reasoning

Clinical Document Analysis & Gap Detection

Ardia's AI engine (Claude API by Anthropic) reads all relevant clinical documentation — physician notes, prescriptions, lab results, genomic reports — and reasons against the payer's specific medical necessity criteria. It identifies exactly which documentation is missing or insufficient and why.

AI EngineClaude AI (Anthropic) · Medical-domain reasoning via Claude API
Documents AnalyzedClinical notes, Rx history, lab results, genomic reports, prior auths
Gap Types DetectedMedical necessity, frequency, documentation completeness, code mismatch
Reasoning OutputMechanistic explanation with specific LCD criterion citations
4
Evidence Generation

Evidence Package & Recovery Narrative Assembly

The engine assembles a complete evidence package: the clinical argument in plain language, supporting documentation citations, applicable clinical guidelines (NCCN, ASCO, AHA, peer-reviewed literature), and a structured appeal letter formatted to the specific payer's requirements.

Guideline SourcesNCCN, ASCO, AHA, ACC, ACP, AAD + 40+ specialty societies
Appeal FormatPayer-specific letter templates with proper attestation language
Output TypesAppeal letter, clinical summary, coding rationale, supporting evidence
Generation TimeTarget: complete appeal package in under 90 seconds per claim
5
Workflow & Submission

Reviewer Queue, Approval & Submission

Generated appeals enter a configurable reviewer queue. Billing staff can review, approve with one click, and submit directly through the platform's integrated clearinghouse connection. High-confidence appeals above a configurable threshold can be submitted in one click after reviewer approval and physician attestation — nothing files without human review.

Review QueuePrioritized by recovery amount, confidence score, and deadline
SubmissionDirect clearinghouse integration · Electronic and paper appeal support
One-Click SubmitAfter reviewer approval; configurable confidence threshold (default: 85%+ with physician sign-off)
Deadline TrackingAppeal timely filing limits tracked per payer (30–180 days)
6
Analytics & Optimization

Recovery Tracking, ROI Reporting & Continuous Learning

Every outcome is tracked — paid, denied, partially paid, adjusted. The platform calculates ROI, identifies systemic denial patterns, and continuously refines reasoning models based on successful appeal outcomes. Your recovered revenue data becomes the case study that demonstrates Ardia's value.

KPIs TrackedRecovery rate, avg recovery amount, denial rate trends, ROI by payer
ReportsWeekly summary, monthly ROI, payer performance, segment analytics
Learning LoopSuccessful appeals feed model refinement · Pattern recognition improves quarterly
BenchmarkingCompare performance against segment averages and DFW market peers

How the Software Works
End-to-End

From raw billing data to a paid claim — every step is automated, auditable, and built on clinical evidence.

INPUT LAYER
RULES ENGINE
AI REASONING
EVIDENCE BUILD
RECOVERY OUTPUT
📥
Data Ingestion
EDI 835 / 837
Remittance & claim files via SFTP or direct API
HL7 FHIR R4
EHR clinical data: notes, Rx, labs, genomics
LIS Direct
Lab result orders via HL7 v2.x ADT/ORM/ORU
Manual Upload
Batch CSV / PDF for Phase 1A onboarding
⚡ Target: 1,000+ claims/min parsing speed
⚙️
Payer Rules Engine
MAC Identification
Maps claim to one of 7 MACs & Palmetto MolDX
LCD/NCD Matching
Exact LCD, LCA, NCD article cross-referenced to CPT/HCPCS
Denial Code Taxonomy
CO-50/55/97/151/167, PR-204 & 200+ CARC codes
Policy Change Tracker
CMS feeds monitored weekly; 400+ payer policies
🗺️ Tailored reasoning path built per claim
CORE ENGINE
🧠
Clinical AI Reasoning
Claude AI (Anthropic)
Medical-context NLP parses clinical notes & orders
Documentation Gap Analysis
Identifies missing criteria vs LCD requirement checklist
PGx / Genomic Overlay
CYP2D6/2C19 metabolism logic for tox & PGx cases
Confidence Scoring
0–100% appeal strength score with reasoning trace
Mechanistic "why" behind every argument
📋
Evidence Assembly
Guideline Citation Engine
NCCN, ASCO, AHA, ACP + 40 specialty societies
Peer-Review Reference
PubMed-indexed literature linked by ICD-10 and CPT
Appeal Letter Generator
Payer-formatted letter with attestation language · target <90s
Audit Trail
Every reasoning step logged for compliance & review
📎 Target: complete package in under 90 seconds
💰
Recovery & Tracking
Reviewer Queue
Priority-ranked by recovery amount & confidence score
1-Click Submission
Clearinghouse integration; electronic & paper appeal
Outcome Tracking
Paid / denied / partial — every claim lifecycle tracked
Learning Loop
Win patterns feed model; accuracy improves quarterly
📈 ROI reporting & benchmarking
Normalized
Claim Records
Reasoning
Path Object
Clinical Gap
Analysis Report
Structured
Appeal Package
Revenue
Recovered 💰
Technology Stack
🤖 Claude AI · Anthropic 🔷 Google Cloud Platform · Vertex AI 📡 ANSI X12 EDI 835/837 ⚡ HL7 FHIR R4 🔒 AES-256 · TLS 1.3 · HIPAA 🔗 Mirth Connect · SMART-on-FHIR ⚛️ Upgrade-Ready Architecture
90s
Target: appeal package generated
from denial to letter
15%
Contingency — paid only on recovery
$118 avg manual appeal (industry benchmark · Change Healthcare 2023)
45%
Manual appeal success rate — industry avg (HFMA 2024)
Zero
Upfront cost — pure
contingency pricing

Connects to Everything You Already Use

No rip-and-replace. Ardia plugs into your existing billing infrastructure in days, not months.

🏥

EHR Systems

Full SMART-on-FHIR integration for clinical data retrieval.

EpicCernerAthenaeCW
📊

Lab Information Systems

Direct LIS connectivity for test result and order correlation.

LabWareSunquestApexHL7 v2
💼

RCM / Billing Platforms

EDI 835/837 integration with major RCM platforms.

XiFinWaystarQuadaxXIFIN
☁️

Salesforce (CRM)

Optional CRM sync for lead and account management — distribution tool only, not the AI platform.

CRMHealth Cloud

Compliance-First Architecture

🔒

HIPAA-ready

Designed for end-to-end HIPAA compliance on Google Cloud Platform (BAA-ready). AES-256 encryption at rest, TLS 1.3 in transit. PHI designed never to leave compliant infrastructure.

🛡️

SOC 2 Type II (Target Month 18)

SOC 2 Type II certification roadmap initiated. Internal controls audit in progress. Third-party penetration testing quarterly. Security incident response plan documented and tested.

⚖️

FDA & FCA Safe

FDA exempt under 21st Century Cures Act — administrative/financial domain, not clinical decision-making. The engine captures only documented-but-unbilled reimbursement — never fabricating clinical facts. Full False Claims Act guardrails built in.