Universities and polytechnics are using artificial intelligence and students' personal information to spot those at risk of dropping out.
It might sound like Big Brother, but it's part of a national push to dramatically reduce long-standing failure rates among Maori and Pasifika students.
RNZ education correspondent, John Gerritsen, reports.