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Precision Medicine & Genomic Intelligence

The right treatment,
matched to the person

Precision medicine tailors prevention and treatment to each patient's own genomic and molecular profile — the right drug at the right dose, the therapy matched to a tumour's biology, and inherited risk caught early enough to prevent. Ardia is building the decision-support that helps clinicians personalise that care, and the coverage layer that gets the enabling tests paid so patients aren't blocked from it.

Care tuned to the individual —
when patients can reach it

Two people with the same diagnosis can need very different care. Precision medicine reads each patient's genomic and molecular signals to choose the therapy most likely to work, avoid the drugs that won't, and flag inherited risk early — better outcomes, fewer adverse events, and far less trial-and-error.

The barrier is access. These molecular tests are complex and costly, and independent molecular labs see a 23–31% average denial rate (industry benchmark · XiFin 2024) — with 65% of denials never appealed (MGMA 2023). Every denied test can be a patient who never gets the personalised answer their care depends on. Ardia exists to remove that barrier — and to build the decision-support on top of it.

$70B+AI in RCM by 2030 · Grand View 2024
23–31%Molecular denial rate · XiFin 2024
2.76×Denial rate vs. hospital labs · JAMA 2024
65%Denials never appealed · MGMA 2023
The access barrier · industry benchmarks
$70B+
AI in RCM Market by 203024% CAGR · industry benchmark (Grand View Research 2024)
2.76×
Higher Denial Rate vs. Hospital LabsIndependent labs · industry benchmark (JAMA Network Open 2024)
65%
Denied Claims Never AppealedIndependent labs · industry benchmark (MGMA 2023)
23–31%
Average Molecular Denial RateIndependent molecular labs · industry benchmark (XiFin 2024)

Four ways care gets personalised

💊

Right drug, right dose

Reads the patient's own pharmacogenomics — CYP2C19, CYP2D6, DPYD, TPMT, HLA-B — to flag drug–gene risks and guide a safer choice and dose (CPIC guidelines), so they avoid adverse reactions and medications that won't work for them. Decision-support for the prescriber; non-diagnostic.

🎯

Therapy matched to the molecular target

Interprets a tumour's molecular profile — EGFR, ALK, BRAF, KRAS, HER2, MSI-H/TMB — and surfaces guideline-matched targeted therapies, immunotherapy and open clinical trials (NCCN, companion diagnostics) to support the oncologist's personalised plan.

🧬

Inherited risk, caught early

Flags pathogenic hereditary variants — BRCA1/2, Lynch syndrome — with ACMG/AMP classification, then points to personalised screening, risk-reducing prevention and family cascade testing. Preventing disease, not only treating it.

📈

A longitudinal precision-health picture

Brings genomic, molecular, clinical and lifestyle signals into one evolving, personalised risk-and-prevention view — including liquid-biopsy and ctDNA monitoring for earlier detection and response tracking.

The enabler beneath it · access & coverage

None of this reaches a patient if the test isn't covered. Ardia's reimbursement layer — MolDX & Z-code dossiers, medical-necessity documentation, NGS coding (81445/81455) and cited appeals — exists to remove that barrier so the personalised answer actually gets paid for. It's the plumbing, not the point: MolecuIQ is the model we're building for this (modelled target, non-diagnostic, human-in-the-loop), and the clinical decision-support above is on our roadmap.

Blueprint · the access engine today, clinical decision-support next

The models, frameworks & phases behind precision medicine

What we're building first is the access & coverage engine — MolecuIQ plus deterministic code/dossier checks that get the enabling test paid. The clinical decision-support that personalises care — pharmacogenomic prescribing and molecular therapy-matching — is the roadmap: non-diagnostic, human-in-the-loop, grounded in CPIC, NCCN and ACMG.

Models & engines
MolecuIQModelled target
Claude/Gemini persona under guardrails

Drafts variant, coding and medical-necessity rationale; non-diagnostic documentation and reimbursement support

Genomic/PGx Rules EngineIn build
deterministic engine

Encodes CPIC PGx tables, ACMG/AMP tiers and CPT/PLA-to-MolDX code mappings as auditable deterministic rules

MolDX/Z-Code Dossier CheckerRoadmap
deterministic engine

Checks MolDX/DEX Z-Code dossier completeness and NCCI plus CARC/RARC edits before claim submission

Frameworks & standards we build on
NCCN Biomarkers Compendium & GuidelinesCPIC pharmacogenomics guidelinesACMG/AMP variant classification standardsPalmetto GBA MolDX & DEX Z-Code IdentifierCMS CPT/HCPCS, PLA codes, CLFS & PAMA statuteNCCI edits & CARC/RARC denial codesHL7 FHIR GenomicsClinVar variant database
Phase roadmap — what's now, next & later
Phase 1 — BuildNow
2026

Build deterministic code-mapping and CPIC/ACMG rule tables, ground the MolecuIQ persona in NCCN/CPIC/MolDX retrieval with guardrails, and stand up dossier and PGx-alert checklists on public references only.

Phase 2 — Pilot under BAANext
2027 pilot

Pilot with a molecular lab under a signed BAA on a limited data set (LDS/DUA), human-in-the-loop, to validate dossier completeness and PGx-alert coverage — no autonomous billing or diagnosis.

Phase 3 — ScaleLater
2028+

Extend across all six therapeutic areas, add payer pre-submission automation, and integrate via HL7 FHIR into LIS/EHR workflows once pilots validate the approach.

Phase 4 — FDA-gatedLater
deferred

Any predictive or device-like scoring is FDA-gated (510(k)) and deferred until validated — kept out of the shipped decision-support product.

Honest limitation: Non-diagnostic reimbursement and documentation support only — not a medical device. No accuracy is measured here: the LLM personas have no published accuracy, every target is modelled, and nothing has run on real patient data. Any predictive or device-like feature is FDA-gated (510(k)) and deferred.

Six therapeutic areas where the right match changes outcomes

In each area a person's molecular profile points to a different, better-targeted plan — and Ardia helps get the test that reveals it covered.

🎗️
Oncology
Match tumours to targeted therapy and immunotherapy — EGFR/ALK/BRAF, tumour mutational burden, MSI-H/dMMR — with NCCN-guideline trial matching and liquid-biopsy MRD monitoring.
NGSNCCN GuidelinesLiquid BiopsyIO Biomarkers
❤️
Cardiology
Guide care for inherited arrhythmia, hypertrophic cardiomyopathy and familial hypercholesterolaemia, with ACMG variant classification and family cascade testing.
FH TestingArrhythmia PanelsACMGCascade Testing
🧠
Neurology & Psychiatry
CYP2D6/CYP2C19 pharmacogenomics to choose and dose antidepressants and antipsychotics for the individual — fewer failed trials, fewer adverse effects.
CYP2D6CYP2C19Psychiatric PGxMTHFR
🧪
Clinical Toxicology
PGx-informed medication monitoring — a patient's CYP2D6 metabolism explains an unexpected negative screen, so the result is read correctly for them.
Opioid MonitoringPGx OverlayG0480-G0483PAMA Compliance
🧬
Hereditary & Rare Disease
BRCA1/2, Lynch and hereditary-cancer panels, newborn-screening follow-up and exome/genome sequencing — with cascade screening to catch risk early enough to act.
BRCA1/2Lynch SyndromeWES/WGSCascade Screening
🦠
Infectious Disease & Transplant
Pharmacogenomics for antiretroviral and immunosuppressant dosing, and HLA typing for transplant matching, with rapid pathogen-ID panels.
HLA TypingTPMT/NUDT15Pathogen IDCYP3A5

How precision medicine changes a patient's path

Oncology · NGS Panel
Lung cancer, EGFR-mutated — reaching the targeted drug
Lab submits 50-gene NGS panel for NSCLC; payer denies as "experimental" (CO-55)
Ardia identifies NCCN Category 1 evidence for EGFR L858R testing
Generates structured rebuttal citing NCCN NSCLC Guidelines v4.2024 + ALEX/FLAURA trial data
Attaches payer-specific clinical policy (eviCore oncology LCD) cross-reference
✦ Why it matters: the EGFR inhibitor is NCCN Category 1 for this patient — the appeal exists so the test that proves it gets covered. Illustrative; documentation reviewed vs LCD.
Psychiatry · CYP2D6 PGx
Antidepressant non-response — a CYP2D6 answer
Patient failed 3 antidepressants; physician orders CYP2D6 PGx panel
Payer denies as "not medically necessary" citing lack of treatment failure documentation
Ardia cross-references prescribing history against CYP2D6 poor metabolizer documentation
Generates narrative: metabolism impairment explains therapeutic failure — PGx is medically indicated
✦ Why it matters: the patient's CYP2D6 status explains the failures and points to a better choice — coverage support gets the PGx test paid. Illustrative.
Toxicology · Opioid Monitoring
An "unexpected" negative screen, explained by metabolism
Patient prescribed Oxycodone 10mg BID; definitive screen returns negative for opiates
Payer denies definitive test (G0480) — questions medical necessity of confirmatory testing
Ardia detects CYP2D6 rapid metabolizer status in chart — explains negative screen scientifically
Recovery narrative: negative result expected given ultrarapid metabolism; definitive test proven necessary
✦ Demo · synthetic data · no PHI · representative amount $127.50 · Ardia is pre-revenue
Interactive Demo · Synthetic Data

MolecuIQ™ Precision Medicine Intelligence

Interpreting a patient's molecular profile against NCCN and CPIC to support a personalised plan — and getting the enabling test covered. Modelled on synthetic data.

NGS Panels Processed
2,847
NGS panels (demo)
CO-55 Reversals
769
CO-55 reversals (demo)
Z-Code Validates
1,204
Pre-submission saves
At Stake (demo)
$1.2M
Past 90 days
Test / CPT
Denial Code
Payer
Amount
AI Status
CPT 81455 — Solid Tumor NGS (15+ genes)
Lung adenocarcinoma · NCCN Cat.1 match
CO-55
Humana HMO
$3,280
Ready 97%
CPT 81479 — EGFR/ALK/ROS1 NSCLC
Stage IIIB NSCLC · MolDX Z-code obtained
CO-55
Palmetto GBA
$1,420
Generating
CPT 81226 — CYP2D6 Full Gene Analysis
Failed antidepressant x3 · doc gap found
CO-50
BlueCross TX
$890
Analyzing
Watch the Full MolecuIQ™ Demo →