AI Agent AI-Powered Claims Processing System Active

Risk Assessor

Executes Multiple Linear Regression model trained on 512,347 historical claims with R-squared of 0.847 and MAE of 1.

View Core Logic Back to Worker

Parent Worker AI-Powered Claims Processing System

Agent ID

risk-assessor-agent

Portal Nexgile-WorkforceBenefitsAI Hub

Sector Employee Benefits Administration & Absence Management

Status

Operational

Problem Statement

The challenge addressed

Accurate disability duration prediction is critical for reserve estimation and financial planning, but varies significantly based on diagnosis, patient demographics, job requirements, and treatment pr...

Core Logic

How the agent solves it

Executes Multiple Linear Regression model trained on 512,347 historical claims with R-squared of 0.847 and MAE of 1.2 weeks. Applies coefficients for age (+0.08 weeks/year over 40), BMI (+0.12/point o... Executes Multiple Linear Regression model trained on 512,347 historical claims with R-squared of 0.847 and MAE of 1.2 weeks. Applies coefficients for age (+0.08 weeks/year over 40), BMI (+0.12/point over 30), comorbidities (+1.8 weeks each), physical job requirements (+2.4 weeks), and surgery (+4.2 weeks). Generates 95% confidence intervals using t-distribution and Kaplan-Meier survival analysis for return-to-work probability.

System Navigation

Explore related components

Portal

Nexgile-WorkforceBenefitsAI Hub

Digital Worker

AI-Powered Claims Processing System

Current Agent

Risk Assessor

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