The standard suggestions are real but small: grade a sample, use single-point rubrics, do more of it in class, stop writing comments nobody reads. Each buys back an hour or two a week and each has a cost paid by students.
Separate the two kinds of grading
Almost every teacher's pile is two different jobs wearing one name.
| Kind | What it needs | Who should do it |
|---|---|---|
| Routine scoring | Right or wrong against a known answer | A machine, correctly, instantly |
| Judgment | Weighing an argument, method, or voice | You, with attention left over |
The reason evenings disappear is that the first kind is done by hand, at volume, and it crowds out the second. Automating routine scoring is not doing less grading. It is moving your attention to the grading that only you can do.
What that looks like in practice
- Practice, warm-ups, exit tickets and retrieval rounds score as students answer them.
- Each answer updates that student's mastery for a specific skill, so scoring produces information rather than a number.
- You are notified when a student gets stuck, instead of discovering it a week later in a stack of paper.
- Essays and extended work still come to you, and you arrive at them unexhausted.
The honest limit. If your load is mostly extended writing, automation will not rescue you and you should be skeptical of anyone claiming it will. The gain is proportional to how much of your pile is routine.
The second-order effect
When routine practice costs you nothing to mark, you stop rationing it. Retrieval practice and spacing are the two best-evidenced things a teacher can do, and both are usually dropped because of the grading they create. Removing the grading removes the reason to skip them.
Common questions
Does automating grading hurt feedback quality?
For routine items it improves it, because feedback is immediate rather than a week later. For extended work nothing changes, since that is not automated.
How much time does it actually save?
It depends entirely on how much of your pile is routine. A math or science teacher usually gains far more than an English teacher grading essays.
Do students still get feedback?
Practice gives immediate feedback, which is where most of its instructional value comes from.