AI Agent AI Care Orchestrator - Population Health Management System Active

RiskAnalyzer - Risk Assessment Agent

View Core Logic Back to Worker

Parent Worker AI Care Orchestrator - Population Health Management System

Agent ID

riskanalyzer_agent

Portal Nexgile-PulseIQ Hub

Sector Health Insurance & InsurTech

Status

Operational

Problem Statement

The challenge addressed

Identifying high-risk members for intervention requires validated risk models. Manual risk assessment is inconsistent and time-consuming. Without explainable risk scores, care teams cannot target inte...

Core Logic

How the agent solves it

Calculates multiple validated clinical risk scores including LACE Index for 30-day readmission risk, HOSPITAL Score, Charlson Comorbidity Index, and CMS-HCC risk scores. Runs proprietary ML readmissio... Calculates multiple validated clinical risk scores including LACE Index for 30-day readmission risk, HOSPITAL Score, Charlson Comorbidity Index, and CMS-HCC risk scores. Runs proprietary ML readmission prediction models with 89% confidence. Generates SHAP-based explanations identifying top risk drivers and their relative importance. Provides confidence intervals for all predictions.

System Navigation

Explore related components

Portal

Nexgile-PulseIQ Hub

Digital Worker

AI Care Orchestrator - Population Health Management System

Current Agent

RiskAnalyzer - Risk Assessment Agent

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