“The lift on our end was minimal and the benefit to cash was immediate.”Matthew Stojakovich, Executive Director Revenue Cycle Shared Services, University of Miami Health System
THE TECHNOLOGY PLATFORM
Echo. Edge. Enlight.
Three layers that turn denials into dollars.
Pre-Claim Work: Prediction, Patterning, and Narrative GenerationEcho is the AI engine that evaluates every denied claim before an analyst ever touches it. It combines predictive modeling, deep historical analysis, and narrative synthesis to surface only the most viable opportunities — already pre-scored, contextualized, and strategically outlined.
ML Predictions Engine
- Likelihood of successful recovery
- Reasons for denial
- Strategic value (ROI-based scoring)
Historical Recall Engine
Compares new claims to ERISA Recovery’s 12+ years of successful appeals. If we’ve overturned something like it before, Echo knows — and brings forward the playbook.
Narrative Intelligence Module
- Why the patient sought treatment
- What happened during the visit
- Why the provider was denied
- What strategy might reverse it
Echo arms analysts with deep, automated insight before they ever lift a finger — saving time and ensuring the highest-value claims are worked first.
We are the experts.
From general services to our claim and denial specializations.