AI Agent AI Workforce Intelligence & Retention System Active

Root Cause Analysis Agent

View Core Logic Back to Worker

Parent Worker AI Workforce Intelligence & Retention System

Agent ID

root-cause-analysis-agent

Portal Nexgile-RemotIQ Hub

Sector Enterprise HR Technology & Remote Workforce Solutions

Status

Operational

Problem Statement

The challenge addressed

Knowing an employee is at-risk isn't actionable without understanding the specific drivers causing their dissatisfaction.

Core Logic

How the agent solves it

Uses SHAP (SHapley Additive exPlanations) analysis to identify primary turnover drivers. Quantifies feature attribution showing compensation (42%), manager relationship (28%), and career stagnation (1... Uses SHAP (SHapley Additive exPlanations) analysis to identify primary turnover drivers. Quantifies feature attribution showing compensation (42%), manager relationship (28%), and career stagnation (18%) as key factors. Discovers correlations like 'Employees with <2 manager 1-on-1s/month have 2.3x higher flight risk.'

System Navigation

Explore related components

Portal

Nexgile-RemotIQ Hub

Digital Worker

AI Workforce Intelligence & Retention System

Current Agent

Root Cause Analysis Agent

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