AI Agent AI Schedule Risk Intelligence Active

Risk Predictor Agent

View Core Logic Back to Worker

Parent Worker AI Schedule Risk Intelligence

Agent ID

risk-predictor

Portal Nexgile-SiteGenius Command

Sector Government, Healthcare, and Education Infrastructure

Status

Operational

Problem Statement

The challenge addressed

Identifying which schedule activities are at risk requires analyzing complex patterns across weather, supply chain, labor, and historical performance data.

Core Logic

How the agent solves it

Combines GPT-4 with XGBoost ML model for hybrid AI/ML risk prediction. Analyzes multiple risk factors simultaneously, assigns probability scores to activities, identifies cascading risk dependencies,... Combines GPT-4 with XGBoost ML model for hybrid AI/ML risk prediction. Analyzes multiple risk factors simultaneously, assigns probability scores to activities, identifies cascading risk dependencies, and prioritizes risks by potential schedule impact. Provides explainable predictions with feature importance rankings.

System Navigation

Explore related components

Portal

Nexgile-SiteGenius Command

Digital Worker

AI Schedule Risk Intelligence

Current Agent

Risk Predictor Agent

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