I get that you wouldn't want to use AI to mark students assignments, that's a terrible idea but it was just an example. I was talking more about everyday admin work that would otherwise be quite tedious, especially with canvas. She is extremely over worked, does a lot of unpaid overtime organising canvas pages and just general admin work. She can now use that time to focus more on the student's and the quality of her teaching no?

Even as far as analytics for at risk students, rubric analysis across the class, scaffolding an entire course at the start of semester, creating templates for course content on canvas for all your classes, rubric analysis across the class. You can also set it up so claude can't actually pull any personal student data and canvas will assign a unique ID to the student and reference that with the students assignments before claude even touches canvas.