Cardiovascular Clinical Decision Support

Agentic AI for the optimal decision.

APEX is a multi-agent clinical decision support system that fuses angiography, clinical guidelines, digital twins, and cohort analytics so heart teams can commit to the right treatment strategy with the evidence in one place.

4/4 · 91% Agent consensus
APEX Heart Team Consensus Report
Verified Guideline check
How It Works

Sequential pipeline. Clear contracts.

Each agent has a specific clinical responsibility. The heart team can see exactly what informed each recommendation.

Step 01

Ingest & Normalize

Patient record, imaging, and clinical context — normalized with full provenance on every data field.

Step 02

Clinical Guidelines

Eligibility mapping based on current Clinical Guidelines with supporting citations and criteria tracking.

Step 03

Digital Twin

Advanced clinical profiling to identify relevant patient characteristics and potential care paths.

Step 04

Imaging

Per-vessel analysis with image-level markup and findings traceable to the source frame.

Step 05

Cohort

Converts natural-language questions into SQL to retrieve contextual insights from clinical reference populations.

Step 06

Heart-Team Report

One synthesized consensus with per-agent reasoning — available via PDF or secure data export.

The APEX Ecosystem

Four specialized agents. One decision-ready report.

APEX orchestrates four AI agents working on the same patient simultaneously to provide a comprehensive, multi-dimensional clinical view.

Agent 01 · Guidelines

Clinical Guideline eligibility with the citation attached.

Maps the patient profile to the latest clinical evidence to ensure care stays within established best practices.

  • Automated eligibility assessment
  • Class I / IIa / IIb / III with Level of Evidence
  • Direct links to evidence-based citations
Clinical Guideline Agent Report
Agent 02 · Imaging

Stenosis detection the heart team can audit.

Localizes and measures stenoses on angiogram frames, ensuring every finding is verifiable against the source study.

  • Per-vessel percent stenosis with confidence scores
  • Complexity tiering and scoring
  • Frame-level annotation traceable to source DICOM
APEX Stenosis Detection Report
Agent 03 · Digital Twin

Patient-matched clinical intelligence.

Surfaces contextual insights from extensive, high-fidelity data environments by matching your patient to similar clinical profiles.

  • High-dimensional patient matching
  • Curated clinical intelligence
  • Transparent, evidence-driven insights
Digital Twin Agent
Agent 04 · Cohort Analytics

Ask the reference population a question.

Leverages real-world evidence to transform natural-language queries into actionable clinical insights across global reference populations.

  • Dynamic natural language query engine
  • Instant population-wide benchmarking
  • Visualized real-world evidence trends
Cohort Analytics Agent
Synthesis · Heart-Team Report

One synthesized consensus.

Consolidates signals from all four agents into a single structured consensus report for the heart team.

  • Structured consensus agreement scores
  • Full audit trail to source data
  • Ready for multi-disciplinary review
Heart Team Consensus Report
Bonus · Messenger

Full consultation from your phone.

Secure clinician messenger access for rapid triage and real-time risk stratification.

  • On-call consults in real-time
  • ER rapid risk stratification
  • Secure, HIPAA-compliant interface
APEX Physician Messenger Bot
Who We Serve

Built for the people who own the decision.

APEX is deployed at the point where cardiovascular treatment decisions get made — by the clinicians who make them, the systems that standardize them, and the organizations that measure them.

Clinicians
Heart teams

Interventional cardiologists, cardiac surgeons, and heart-team coordinators who review complex CAD cases daily. APEX speeds consensus without removing judgment from the loop.

Interventional cardiology Cardiac surgery Heart-team coordinators
What they gain
  • Guideline check in seconds, not a chart review
  • Digital twin survival data for the specific patient
  • Auditable reasoning they can sign and defend
Health Systems
Hospitals & networks

Cath-lab directors and cardiovascular service lines standardizing treatment decisions across sites — reducing variability, improving appropriateness metrics, and accelerating Heart Team throughput.

Medical centers Academic medical centers CV service lines
What they gain
  • Reduced inter-physician decision variability
  • Structured output ready for quality reporting
  • EHR-embeddable via SMART-on-FHIR & CDS Hooks
Research & Payers
Payers & research groups

Payers measuring treatment decision appropriateness, and outcomes researchers running retrospective or prospective cohort studies. APEX's structured output is a data layer — not a black box.

Self-funded health plans Outcomes research Clinical trial teams
What they gain
  • Publication-ready cohort tables & Kaplan-Meier curves
  • Appropriateness scoring with guideline citations
  • FHIR-exportable for downstream analytics
Deployment

Meet your hospital's data posture — not the other way around.

Hosted (SaaS)

Cloud-hosted in a HIPAA-configured environment. Single sign-on. Role-based access control. Fastest path to pilot.

On-premise

For hospitals with data-residency or PHI-egress requirements. Runs on the hospital's own infrastructure.

System Integration

APEX connects to PACS systems, imaging archives, and EHR sidebars via CDS Hooks or SMART-on-FHIR, ensuring it lives wherever your data resides.

See it on a real case

Bring APEX to your heart team.

Book a 30-minute walk-through. We'll run a de-identified case end-to-end in the live product — guideline check, digital twin, imaging, cohort, and consensus report.

Request a clinical walk-through