How Marqi Index Works
From data ingestion to clinical intervention in four steps. Built for health systems that need validated predictions delivered to their existing workflows.
Trusted by healthcare organizations
HIPAA Compliant
Full BAA coverage
SOC 2 Type II
In development
Peer Reviewed
npj Digital Medicine
Validated
0.807 AUC
The Process
Marqi Index integrates with your existing data infrastructure and clinical workflows.
Data Ingestion
Marqi Index reads structured EHR fields and closed claims data through secure API connections. No clinical notes required for the current product. Compatible with Epic, Cerner, and FHIR-based systems.
Risk Prediction
The 15-seed transformer ensemble processes hundreds of structured features to generate calibrated 30-day readmission risk scores. Each prediction includes a confidence interval and the clinical signals driving the score.
Score Delivery
Risk scores are delivered in real-time to your discharge planning, case management, and care coordination workflows. Scores appear where clinicians already work, with no context-switching required.
Care Intervention
Care teams use calibrated risk scores to prioritize high-risk patients for targeted intervention before and after discharge. The score drives resource allocation, not just awareness.
Security at Every Step
Enterprise-grade security from data ingestion to score delivery.
HIPAA Compliant
Full HIPAA compliance with BAA execution before any data transfer.
SOC 2 Type II
SOC 2 Type II certification in progress. Expected Q3 2026.
Data Encryption
AES-256 encryption at rest and TLS 1.3 in transit.
Ready to see Marqi Index in action?
A 30-minute call covers the product, the integration process, and what deployment looks like in your environment.