Adaptive Learning & Curriculum Insights
TLDR
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.



