District leaders considering AI grading tools face a familiar dilemma. The technology promises real time savings for teachers, but a full rollout is a big commitment with real risks. A smarter path is to start with a pilot tied to a single, well-defined assignment, and a novel unit like Catch-22 is a good candidate.

Novel units suit pilots for several reasons. The assignments are structured, the rubrics already exist in most schools, and the essays are long enough that the time savings are visible. Catch-22 in particular is often taught in upper grades, where teachers tend to have heavy essay loads.

A pilot also lets you gather evidence before committing. You can see how teachers actually use the tool, how students respond to the feedback, and whether the scores line up with teacher judgment. That evidence is far more persuasive to a school board than a vendor demo.

The plan below outlines how to run one.

Choose a Small, Willing Group

Recruit a handful of teachers across a few schools who are curious and willing to give honest feedback. Include a mix of experience levels and, if possible, both honors and on-level sections. Volunteers tend to give better input than teachers who feel pressured into participating.

• Select three to six teachers who want to participate
• Agree on a shared rubric for the Catch-22 essay
• Confirm how student data will be handled and who can access it
• Define what success looks like before the pilot begins
• Schedule check-ins during and after the grading window

Address Privacy and Policy Early

Before any student work is uploaded, review how the vendor handles student data and confirm that the arrangement fits district policy and applicable privacy law. Ask direct questions about storage, retention, and whether student work is used to train models. Involve your technology and legal teams from the start so there are no surprises later.

Communicate with families as well. A short explanation of what the tool does, and what it does not do, helps prevent misunderstandings. Make clear that teachers remain responsible for grades.

Measure What Matters

Track time spent grading before and after, teacher satisfaction, and the alignment between the tool's scores and teacher scores on a sample of essays. Also collect student reactions to the feedback, since usefulness to students is the real test. Numbers plus stories give you a fuller picture.

Look for problems as well as wins. If the tool struggles with a certain kind of essay, or teachers find the comments too generic without tuning, that is worth knowing before you scale. A good pilot surfaces weaknesses on purpose.

Scaling Up Carefully

If the results are strong, expand to other units and grade levels gradually. Teachers from the pilot can serve as peer coaches, sharing tips on setting up rubrics and reviewing feedback. Their credibility with colleagues matters more than any presentation from central office.

Tools like GraideMind are built around teacher-supplied rubrics and teacher review, which makes them a fit for this kind of staged adoption. Keep the emphasis on saving time and improving feedback quality, with educators making the final call. That framing builds trust and makes the rollout sustainable.