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AI Agent SmartGuard AI - Predictive Maintenance Multi-Agent System Active

Data Collector Agent

This agent uses specialized tools to query sensor data streams, access historian databases for time-series analysis, retrieve relevant documents from the knowledge base, and gather equipment specifications. It normalizes data formats, validates data quality, and prepares unified datasets for downstream analysis agents.

Agent ID
data-collector
Sector Electric Heating Systems & Industrial IoT
Status
Operational

Problem Statement

The challenge addressed

Predictive maintenance requires gathering data from multiple heterogeneous sources including real-time sensors, historical databases, maintenance records, and technical documentation.

Core Logic

How the agent solves it

This agent uses specialized tools to query sensor data streams, access historian databases for time-series analysis, retrieve relevant documents from the knowledge base, and gather equipment specifica...

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