IBM envisions educational institutions adopting cloud-based cognitive systems to collect and analyze all of this data over a long period of time — creating longitudinal student records that would give teachers the information they need to provide personalized learning experiences for their students. These systems would also help teachers identify students who are most at risk, why they are struggling, as well as insight into the interventions needed to overcome those challenges.