Heart Failure
Surfaces untreated and undertreated HF patients before decompensation occurs.
47 active gaps · 20,588 patients · $24.1M opportunity · demo data
Find the cardiac patients falling through the cracks
TAILRD is an AI platform that scans your EHR data to identify cardiovascular patients with unmet clinical needs — across six disease areas simultaneously.
Co-developed with Mount Sinai — ranked #5 in the U.S. for Cardiology, Heart & Vascular Surgery by U.S. News & World Report, 2026-27. 700-plus gap-detection algorithms, EHR-native via Redox.
20,588
patients with detected care gaps · demo data
Heart Failure module, demo environment with synthetic data
The opportunity
Therapy gaps are measurable — and fixable
Cardiovascular patients remain dramatically undertreated despite proven guideline-directed therapies — and every gap carries both a clinical and a financial cost. Below: published undertreatment rates, paired with illustrative figures from the demo environment.
Heart Failure
<1%
Patients on optimal GDMT dosesCHAMP-HF Registry — Greene SJ, et al. J Am Coll Cardiol. 2019. doi:10.1016/j.jacc.2019.02.015
$2.8M
readmission penalty avoidanceIllustrative, demo environment
- 340 patients eligible for GDMT optimization
- 185 avoidable readmissions
Electrophysiology
84%
AFib patients not on therapeutic anticoagulation before strokeGWTG-Stroke Registry — Xian Y, et al. JAMA. 2017. doi:10.1001/jama.2017.1371
$4.1M
LAAC/ablation procedure opportunityIllustrative, demo environment
- 210 undetected AFib patients
- 143 anticoagulation gaps
Structural Heart
>40%
Severe aortic stenosis patients remain untreatedBenfari G, et al. Eur Heart J. 2024. doi:10.1093/eurheartj/ehad887
$4.2M
procedure revenue opportunityIllustrative, demo environment
- 85 unscheduled TAVR candidates
- 52 severe AS patients without referral
Coronary
>40%
Adults with ASCVD not on statin therapyMEPS — Ngo-Metzger Q, et al. J Am Board Fam Med. 2019. doi:10.3122/jabfm.2019.06.180313
$3.4M
revascularization opportunityIllustrative, demo environment
- 180 patients needing Heart Team review
- 156 critical safety patients
Valvular
6.4%
Adults 65 and over with undiagnosed moderate or severe valve diseaseOxVALVE — d'Arcy JL, et al. Eur Heart J. 2016. doi:10.1093/eurheartj/ehw229
$1.8M
surgical planning opportunityIllustrative, demo environment
- 1,240 patients needing surveillance
- 680 untracked post-procedure patients
Peripheral Vascular
55%
Patients found to have PAD alone who were newly diagnosed at screeningPARTNERS — Hirsch AT, et al. JAMA. 2001. doi:10.1001/jama.286.11.1317
$2.4M
intervention opportunityIllustrative, demo environment
- 280 ABI screening gaps
- 48 critical limb ischemia patients
Undertreatment statistics are from the published studies cited on each card. Dollar figures and patient counts are illustrative outputs of the demo environment. Actual results vary by patient population and program maturity.
The difference
Why a health system chooses TAILRD
Most cardiac AI tools solve a narrow problem. TAILRD was built to see the entire system.
Full-Continuum Intelligence
Unlike point solutions, TAILRD analyzes the entire cardiovascular journey — from early risk identification to advanced intervention — continuously, not episodically.
Therapy-Gap Detection
TAILRD doesn't just identify disease. It flags patients who should already be receiving care — but aren't.
Clinically Grounded AI
Every insight is anchored in guidelines, real-world data, and validated clinical pathways — not black-box predictions.
Operationally Actionable
Insights route to the right stakeholder — clinicians, service line leaders, and executives — in formats designed for action, not dashboards.
Care continuum
Gaps span the entire care journey
TAILRD continuously scans every stage of the cardiovascular continuum — not just the moment of intervention. Therapy gaps emerge long before patients reach specialty care. TAILRD identifies them early, and keeps tracking them until care is delivered.
1
Upstream Risk Capture
Primary care identification
2
Screening & Triage
Diagnostic workup + routing
3
Medical Management
Guideline therapy optimization
4
Device Therapy
ICD · CRT · pacing
5
Procedural Intervention
PCI · TAVR · ablation · SAVR
6
Advanced Therapies
LVAD · transplant
The platform
Six clinical modules + Research Assist. One integrated platform.
Each module detects therapy gaps, flags missed interventions, and routes prioritized worklists to the right team.
Electrophysiology
Identifies rhythm patients who meet criteria for anticoagulation, monitoring, or intervention.
1,730 patients · LAAC · CSP/CRT · Dofetilide REMS · demo data
Structural Heart
Flags echo findings, referral gaps, and delayed interventions across structural disease.
1,814 patients · 24 active gaps · $10.8M opportunity · demo data
Coronary Revascularization
Detects missed opportunities in CAD risk stratification, diagnosis, and escalation of care.
2,330 patients · 26 auto-detected gaps · CABG vs PCI support · demo data
Valvular Surgery
Surfaces progressive valve disease earlier — when intervention can still change outcomes.
1,784 patients · Echo → Cath → Surgery coordination · demo data
Peripheral Vascular
Expands PAD detection, closes therapy gaps, and identifies limb-preservation candidates.
1,150 patients · ABI · AAA · TCAR · VTE · demo data
Clinical Research Assist
Automates registry abstraction and trial eligibility screening from live clinical data.
80% auto-fill · 212 abstraction hours saved / month · demo data
Built for every role
Intelligence at every level
The same gap intelligence, surfaced differently for each person who acts on it.
For leadership
Executive
Command center across all six modules — clinical gap intelligence, quality benchmarking, financial performance, and competitive market intelligence.
Example: Undiagnosed HFpEF, untreated AF, silent structural disease · screenshot shows demo data
For service-line directors
Service Line
AI-detected insights, care-gap analysis, revenue pipeline, and margin-improvement opportunities by module.
Example: Patients eligible for GDMT, anticoagulation, or referral
For clinicians
Care Team
Patient-level gap worklists, safety alerts, recommended actions, and one-click referral.
Example: Referral, imaging, procedure, or therapy initiation
Trust & compliance
Built for Health System Procurement
Data Architecture
Patient data is exchanged securely through Redox and processed in TAILRD’s HIPAA-compliant environment under a Business Associate Agreement — encrypted in transit and at rest, access-controlled, and used only for your program.
SOC 2
Hosted in TAILRD's own AWS environment under an executed AWS Business Associate Agreement. SOC 2 Type II in preparation; documentation available under NDA.
Deployment Model
Hosted in TAILRD's own AWS environment, with data encrypted in transit and at rest. No on-premise installation required.
Integration
Integrates via Redox. Compatible with Epic, Oracle Health (Cerner), Meditech and other major EHR platforms.
Validation
Recognition & Partners
Recognition
2026 Accelerator Cohort · Top 4% of 1,835 applicants
Elementa Labs
Elementa Labs — health tech incubator, 13th company accepted
Health System Partners
Cardiovascular co-development partner
Technology Partners
Leadership
Jonathan Hart
CEO & Founder
20+ years cardiovascular industry · Faculty: ACC, TCT, AVAM · Named to Cardiovascular Business 40 Under 40.
Dr. Tony Das
Chief Medical Officer
Interventional cardiologist, Harvard/MGH trained. VIVA founding member. 20,000+ procedures.
Božidar Benko
Chief Technology Officer
Employee #1 at VuMedi. Healthcare AI specialist. Expert in scalable EHR data infrastructure.
Getting started
From zero integration to actionable gaps in weeks
1
Free Program Analytics
We analyze your cardiovascular program using CMS benchmark data. No PHI. No EHR connection. Your estimated gap opportunity identified in ~2 weeks.
2
See Your Opportunity
Receive a prioritized report of clinical and financial gaps across your patient population — specific to your program size, payer mix, and service lines.
3
Connect Your EHR
Native Redox integration brings real patient-level data into TAILRD’s HIPAA-compliant environment, protected under a Business Associate Agreement.
4
Your Teams Take Action
Prioritized worklists delivered to physicians, service line leaders, and registries. Every gap tracked to closure.
Start with a Free Program Analytics Report
We'll analyze your cardiovascular program using CMS benchmark data and identify your estimated gap opportunity.