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Adaptive Learning & Curriculum Insights

Mage helps educators unify student performance, engagement, and assessment data to dynamically improve curriculum design and teaching strategies.

Imagine a university where faculty can see which lessons resonate, which students struggle, and which assignments predict success — all in one place. Historically, data lives in LMS systems, grading platforms, and participation logs, creating blind spots.

With Mage, educators can orchestrate data pipelines that bring these sources together, producing dashboards that highlight patterns and insights across courses. Teams can test new teaching methods, adapt content in real time, and understand the impact of interventions.

How Mage delivers

  • Combines student engagement, grades, and LMS activity into unified datasets

  • Feeds insights into dashboards for faculty and academic advisors

  • Enables AI-driven recommendations for adaptive learning

This allows educators to spot trends, target support where it’s needed most, and refine curricula based on real student outcomes.

Why education teams choose Mage

Integrates academic systems

Unify student information systems, learning platforms, and institutional data sources.

Supports compliance & reporting

Maintain lineage and reproducibility for accreditation and regulatory reporting.

Reduces manual data preparation

Replace spreadsheet workflows and ad-hoc scripts with automated pipelines.

Delivers trusted insights

Ensure administrators, faculty, and advisors operate from consistent data.

Deploys securely

Run in cloud, hybrid, or controlled campus infrastructure.