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Content Analysis Agent

Analyzes content effectiveness through learner engagement patterns. Calculates effectiveness, engagement, and retention scores per module, identifies drop-off points with timestamps and affected learner counts, detects content issues (complexity, length, accessibility), and generates prioritized recommendations for content improvements with expected impact projections.

Agent ID
content-analysis-agent
Sector Workforce Development & Learning Management
Status
Operational

Problem Statement

The challenge addressed

Learning content creators lack objective data on which modules effectively teach concepts and which cause learner frustration, abandonment, or poor knowledge retention.

Core Logic

How the agent solves it

Analyzes content effectiveness through learner engagement patterns. Calculates effectiveness, engagement, and retention scores per module, identifies drop-off points with timestamps and affected learn...

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