Client Background
The client is a fast-growing EdTech platform offering online courses, test preparation, and skill-based learning programs to students across India. Serving thousands of active learners through web and mobile applications, the platform generated large volumes of data across user interactions, content consumption, assessments, and subscriptions. While leadership believed data could drive better learning outcomes and retention, insights remained fragmented and underutilized, limiting the platform’s ability to proactively engage students and improve performance.
Challenges
The EdTech platform faced multiple data and engagement-related challenges:
Low and Inconsistent Student Engagement:
Many learners dropped off after initial enrollment, with limited visibility into engagement patterns and content effectiveness.
Limited Insight into Learning Behavior:
Student data existed across LMS, mobile apps, assessment tools, and CRM systems, making it difficult to understand learner journeys holistically.
Manual & Static Reporting:
Academic and business teams relied on manual reports that lacked real-time visibility into student activity and progress.
Difficulty Identifying At-Risk Students:
The platform lacked predictive capabilities to identify students likely to disengage or underperform.
Lack of Personalized Interventions:
Without data-driven insights, content recommendations and academic interventions remained generic and reactive.
Solutions
Wisecor Transformations implemented a comprehensive Data Analytics and Predictive Insights solution to enhance engagement and learning outcomes.
Data Discovery & Learning Journey Analysis:
Conducted a deep assessment of student touchpoints, engagement metrics, content usage, and performance indicators.
Engagement & Performance Analytics:
Built analytics models to track session activity, content completion, assessment scores, and cohort behavior across courses and batches.
Predictive Student Risk Models:
Developed machine learning models to identify at-risk students based on engagement trends, performance signals, and behavioral patterns.
Real-Time Dashboards & Alerts:
Created role-based dashboards for academic teams, operations, and leadership to monitor engagement, outcomes, and intervention effectiveness.
Personalization Enablement:
Enabled data-driven recommendations for content, practice modules, and nudges to improve learner participation and outcomes.
Results / Impact
With Wisecor’s Data Analytics and Predictive Insights solution, the client achieved
Technology Stack
Consulted & Recommended
Cloud Data Warehouse
Business Intelligence & Analytics Tools
Student Engagement Scoring Framework
Client Testimonial
Wisecor Transformations helps EdTech companies grow through data-driven insights.
Wisecor Transformations drives EdTech growth with data.