Foresight
Anticipate Student Dropout and Support Your At-Risk Students
Student dropout is not only a loss for institutions, but a critical obstacle to social mobility, especially in regions such as Latin America and other developing countries.
According to an OECD report, only 40% of students entering higher education manage to graduate on time. With dropout rates ranging from 30% to 50%, this problem demands an effective and personalized solution that allows institutions to identify and support at-risk students before it is too late.
Foresight is that solution. Through WHALE, our data repository, we collect and organize the "digital footprints" that students leave in the institution's different systems, training Machine Learning models tailored to each university. They are not generic models; Foresight adapts to the specific reality of each institution to ensure the highest levels of precision and relevance throughout the entire academic cycle.
Foresight combines the power of personalized predictive models with Generative Artificial Intelligence, offering a unique and advanced solution for student retention:
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Custom Predictive Models: Dozens of models tailored to the institution continuously calculate the probability of each student dropping out, identifying individual risk factors that allow for timely and targeted intervention. Thanks to SEAL Connect, this information is automatically synchronized with the institution's CRM, facilitating omnichannel monitoring and strengthening the bond with each student.
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Generative Artificial Intelligence: Two elements of Generative AI enrich the experience and effectiveness of Foresight:
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Narratives for Interventions: We deliver not just a risk score, but a contextual narrative that helps student wellbeing teams understand risk factors and the best intervention strategy, aligned with the university’s portfolio of solutions.
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Emilia, Virtual Assistant for At-Risk Students: Emilia acts as a proactive supporter for at-risk students, investigating the specific causes of their situation and proposing resources and support solutions. This additional outreach allows the institution to maximize the impact of its interventions, reaching more vulnerable students in an effective and personalized way.
Discover how Foresight can transform student retention at your institution by providing proactive, personalized support to every at-risk student.
Frequently Asked Questions (FAQs)
How does Foresight utilize generative AI to enhance student retention efforts?
In what ways does the virtual assistant EMILIA interact with Foresight?
Can Foresight integrate seamlessly with existing institutional systems?
