AI Agent Campaign Performance Analyzer

Data Collection Agent

Connects to 6+ data sources using GPT-3.5 Turbo for efficient processing. Ingests DOOH impression streams (847K+ records), footfall analytics, weather data, campaign databases, event calendars, and transit disruption feeds. Validates schemas using JSON Schema Draft 7. Handles missing values and ensures data quality assessment before downstream processing.

View Core Logic Back to Worker

Part of Campaign Performance Analyzer

Portal: Nexgile Advion Command

Agent ID: data-collection-agent

Problem Statement

The challenge addressed

Campaign analysis requires aggregating data from multiple real-time and batch sources with different schemas, latencies, and quality levels while ensuring data freshness and completeness.

Core Logic

How the agent solves it

Connects to 6+ data sources using GPT-3.5 Turbo for efficient processing. Ingests DOOH impression streams (847K+ records), footfall analytics, weather data, campaign databases, event calendars, and tr... Connects to 6+ data sources using GPT-3.5 Turbo for efficient processing. Ingests DOOH impression streams (847K+ records), footfall analytics, weather data, campaign databases, event calendars, and transit disruption feeds. Validates schemas using JSON Schema Draft 7. Handles missing values and ensures data quality assessment before downstream processing.

System Navigation

Explore related components

Portal

Nexgile Advion Command

Digital Worker

Campaign Performance Analyzer

Current Agent

Data Collection Agent

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