Specifications include, but are not limited to: Looking for an AI-based system that can adapt its communication based on student feedback and challenges and will prioritize different check-ins and interventions with each student based on previous interactions. The tool should engage with our students and automatically connect them to resources while simultaneously curating short lists of students who would benefit from direct staff outreach. Looking for a tool that can assist in long-term planning and provide us solutions that will analyze how persistence risk changes across an infinite number of student attributes. We want to understand which cohorts are not only at the highest risk level, but also specific factors that drive risk for those populations. The tool should automatically escalate time-sensitive language used by students to the appropriate staff member(s) by email and text in real-time. Ideally, the tool will have a database that includes “risk levels” for each student based on their interactions with the system. “Risk-levels” could trigger early alerts or check-in’s from staff.