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Impact Analyzer

## Cascade Impact Modeling Powered by **GPT-4** with comprehensive data integration: - 4-step analysis: passenger count → connection mapping → revenue calculation → SLA assessment - Queries Passenger Analytics DW (1.2MB), APC System (156KB), Connection Database (89KB) - Invokes Network Simulator ML model for cascade prediction - Calculates direct/indirect affected passengers (e.

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Parent Worker AI-Powered Disruption Recovery System

Agent ID

impact_analyzer

Portal Nexgile-TransAgent Hub

Sector Urban Mobility & Public Transit Operations

Status

Operational

Problem Statement

The challenge addressed

## Impact Visibility Gap Disruptions create cascading effects—missed connections, revenue loss, SLA breaches—that are difficult to quantify quickly. Operators lack real-time impact assessment for inf...

Core Logic

How the agent solves it

## Cascade Impact Modeling Powered by **GPT-4** with comprehensive data integration: - 4-step analysis: passenger count → connection mapping → revenue calculation → SLA assessment - Queries Passenger... ## Cascade Impact Modeling Powered by **GPT-4** with comprehensive data integration: - 4-step analysis: passenger count → connection mapping → revenue calculation → SLA assessment - Queries Passenger Analytics DW (1.2MB), APC System (156KB), Connection Database (89KB) - Invokes Network Simulator ML model for cascade prediction - Calculates direct/indirect affected passengers (e.g., 205/234) - Identifies at-risk connections (e.g., 83 total, 68 guaranteed) - Estimates revenue impact and SLA breach probability (78%) - Uses ~1,900 tokens per analysis

Visual Output 1 screenshots

System Navigation

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Portal

Nexgile-TransAgent Hub

Digital Worker

AI-Powered Disruption Recovery System

Current Agent

Impact Analyzer

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