Our SME in the higher education sector seeks to leverage real-time data analytics to enhance student engagement and retention by implementing a robust data infrastructure. We aim to integrate various data sources, including learning management systems and student information systems, using advanced event streaming and MLOps technologies.
University administrators, faculty, and student support services aiming to enhance student engagement and retention through data-driven insights.
Traditional methods of tracking student engagement are insufficient due to delayed data processing, thereby affecting timely interventions and support.
Our institution recognizes the strategic importance of data-driven decision-making, driven by the need to maintain competitive enrollment rates and meet regulatory expectations for student outcomes.
Failure to address this issue could result in decreased student satisfaction, lower retention rates, and potential revenue losses due to reduced enrollment.
Current alternatives include manual data aggregation and ad-hoc reporting, which are time-consuming and lack real-time insights necessary for proactive interventions.
Our solution offers a cutting-edge, real-time analytics platform tailored specifically for higher education, enabling immediate insights and fostering a culture of data-driven decision-making at all institutional levels.
We plan to leverage partnerships with educational technology vendors and participate in industry conferences to showcase the solution's impact on student success metrics, supported by case studies and pilot results.