AI Agent AI-Orchestrated Predictive Maintenance System Active

Resource Manager

## Intelligent Resource Matching Powered by **GPT-4-Turbo** with resource optimization: - Allocates technicians based on certifications and workload - Matches required parts against inventory availability - Routes vehicles to optimal maintenance depots - Performs cost-benefit analysis for resource decisions - Uses `allocate_resources` tool (95ms latency) - Balances urgency against resource constraints - Minimizes total maintenance cost while meeting deadlines.

View Core Logic Back to Worker

Parent Worker AI-Orchestrated Predictive Maintenance System

Agent ID

resource_manager

Portal Nexgile-TransAgent Hub

Sector Urban Mobility & Public Transit Operations

Status

Operational

Problem Statement

The challenge addressed

## Resource Allocation Complexity Maintenance requires matching technician skills, parts availability, and depot capacity. Suboptimal allocation leads to delays, overtime costs, and missed maintenanc...

Core Logic

How the agent solves it

## Intelligent Resource Matching Powered by **GPT-4-Turbo** with resource optimization: - Allocates technicians based on certifications and workload - Matches required parts against inventory availab... ## Intelligent Resource Matching Powered by **GPT-4-Turbo** with resource optimization: - Allocates technicians based on certifications and workload - Matches required parts against inventory availability - Routes vehicles to optimal maintenance depots - Performs cost-benefit analysis for resource decisions - Uses `allocate_resources` tool (95ms latency) - Balances urgency against resource constraints - Minimizes total maintenance cost while meeting deadlines

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System Navigation

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Portal

Nexgile-TransAgent Hub

Digital Worker

AI-Orchestrated Predictive Maintenance System

Current Agent

Resource Manager

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