AI Agent AI Campaign Recovery Agent

Anomaly Detector Agent

## Approach Monitors real-time metrics for ROAS, CTR, CPA, conversion rate, and engagement with anomaly scoring. Compares current performance against historical baselines and target objectives, categorizes anomalies by severity and urgency, and generates initial diagnostic hypotheses with confidence levels. Provides early warning signals for emerging issues before they become critical.

View Core Logic Back to Worker

Part of AI Campaign Recovery Agent

Portal: Nexgile AdPilot Command

Agent ID: anomaly-detector

Problem Statement

The challenge addressed

## Purpose Identifies performance anomalies across campaign metrics, detects degradation patterns, and triggers appropriate investigation workflows.

Core Logic

How the agent solves it

## Approach Monitors real-time metrics for ROAS, CTR, CPA, conversion rate, and engagement with anomaly scoring. Compares current performance against historical baselines and target objectives, categ... ## Approach Monitors real-time metrics for ROAS, CTR, CPA, conversion rate, and engagement with anomaly scoring. Compares current performance against historical baselines and target objectives, categorizes anomalies by severity and urgency, and generates initial diagnostic hypotheses with confidence levels. Provides early warning signals for emerging issues before they become critical.

System Navigation

Explore related components

Portal

Nexgile AdPilot Command

Digital Worker

AI Campaign Recovery Agent

Current Agent

Anomaly Detector Agent

Here