With student outcomes being a key performance metric for higher education institutes, many are turning to leverage data to glean insights and drive improved outcomes. “For many institutions, student performance has a direct impact on rankings. AI can be a tool to help better manage outcomes and ensure continued innovation to optimize operations and enhance student engagements, as it reduces resource-intensive work among faculty and administrative staff.