When a department considers adopting AI grading, the conversation often stalls on the size of the decision. Will it work for every course? Will teachers trust it? What will families think? A pilot shrinks the question to something manageable and gives the department real evidence to work with.

An Our Town unit is a sensible pilot vehicle. It is a common text taught by multiple teachers, it produces a clear and comparable writing assignment, and it is short enough to complete in a few weeks. Most importantly, teachers already know the play well enough to judge the quality of feedback.

The first step is to define what you want to learn. Some departments care most about turnaround time, others about consistency across sections, and others about the quality of student feedback. Deciding this up front shapes everything that follows.

Next, choose a small group of volunteer teachers, ideally two to four, who teach the same course. Volunteers are more likely to give honest, constructive feedback, and a small group keeps the logistics simple.

Designing the Pilot

Agree on a shared rubric and a shared assignment before the pilot begins. Using the same materials across classrooms allows a fair comparison and reduces the noise in your results. Set a timeline, including when essays will be submitted, when feedback will be reviewed, and when the group will meet to discuss results.

• Choose one unit, one course level, and a small group of teachers to keep the scope manageable
• Write a common rubric and assignment prompt so results can be compared across classrooms
• Establish that teachers review and approve all scores and comments before students see them
• Track measures such as grading time, turnaround speed, score agreement, and teacher satisfaction
• Review your school's data privacy requirements before any student work is uploaded

Collecting Useful Evidence

Data does not need to be elaborate. Ask teachers to record how long grading takes with and without the tool, to note how often they change the suggested scores, and to flag any feedback that was inaccurate or unhelpful. A simple shared spreadsheet is usually enough.

Pay special attention to teacher edits. If a tool like GraideMind produces comments that teachers accept with minor changes, that is a strong signal. If teachers rewrite most of them, the rubric, the settings, or the fit of the tool may need attention.

Deciding What Comes Next

At the end of the pilot, gather the group to review the evidence. Discuss what worked, what did not, and what conditions would need to be in place for a broader rollout. Be honest about limits, including any concerns raised by teachers or students.

Share a short summary with department and school leadership, including any recommendations. Whether the decision is to expand, adjust, or stop, a documented pilot gives everyone a common set of facts and makes the next conversation far more productive.