Student data is siloed across LMS, SIS, assessment platforms, and attendance systems. No unified view of student performance exists. District leaders make decisions without data. Course completion doesn't equal learning. Identifying struggling students requires checking multiple systems. Accreditation requires outcome evidence.
Learning analytics platform that aggregates data from LMS, SIS, assessment tools, and engagement platforms into unified dashboards — enabling data-driven decisions about curriculum effectiveness, student success, and institutional outcomes.
School district administrators tracking outcomes across schools, university provosts needing institutional learning analytics, and L&D leaders measuring training effectiveness
EdTech tool proliferation created data silos. Accreditation demands outcome evidence. AI can identify at-risk students predictively. LMS APIs enable real-time data access. Data-driven education is a mandate, not an option.
Per-institution: $299/mo (up to 1,000 students), $599/mo (5,000), $999/mo (20,000+). Per-school: $199/mo for K-12. Enterprise: custom pricing. Annual: 20% discount.
Student analytics. $50K+/yr, strong analytics, enterprise pricing
LMS analytics. Built into D2L, LMS-only data, limited cross-platform
$70k+/yr + data engineering, custom builds, expensive to maintain
Manual data collection, quarterly at best, no real-time insights, error-prone
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