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Service Automation

Student Behavior Intelligence Agent

Aggregates student navigation events to detect behavioral anomalies including high drop-off rates, idle patterns, and unusual mentor usage. Creates tickets when thresholds are exceeded.

Customer ServicesLiveInternal (Colaberry Enterprise)Verified
Status
Live

Production-ready

Department
Service Automation

Customer Services department for Colaberry Enterprise agents

Source
Internal (Colaberry Enterprise)

Built by Colaberry

About

About the Agent

What this agent does, the challenges it addresses, and where it delivers value.

Aggregates student navigation events to detect behavioral anomalies including high drop-off rates, idle patterns, and unusual mentor usage. Creates tickets when thresholds are exceeded.

Challenges This Agent Addresses

  • 1**Education**: Real-time student behavior monitoring
  • 2**Curriculum**: Identify lessons causing confusion or frustration
  • 3**Support**: Early intervention for struggling students
Workflow

How the Agent Works

Step-by-step operational flow showing how this agent processes tasks end-to-end.

1

Step 1

Aggregates navigation events by lesson and event type from the last 24 hours

2

Step 2

Computes per-lesson metrics: event counts, unique students, average duration

3

Step 3

Detects anomalies: unusual event patterns, high idle rates, excessive mentor usage

4

Step 4

Creates tickets for lessons exceeding anomaly thresholds

Execution Modes

Trigger: cron (every 30 minutes)
Data

Inputs & Outputs

What data this agent consumes and the artifacts or actions it produces.

Input Data

  • StudentNavigationEvent records from the last 24 hours

Deliverables

  • Behavioral anomaly detections per lesson
  • Tickets for lessons exceeding anomaly thresholds

Core Tasks

  • Service Automation
Integrations

Systems Connected

Internal systems, APIs, and tools this agent integrates with.

Tools & APIs

StudentNavigationEvent (behavior data)CurriculumLesson (lesson context)Ticket service (anomaly reporting)
Specifications

Agent Specs

Technical specifications, requirements, and deployment details.

Status
Live
Industry
Customer Services
Source
Internal (Colaberry Enterprise)
Department
Service Automation
Verified
Yes
Visibility
Public
Last Updated
March 27, 2026
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