Before asking teachers to try an AI tool, agree on what would make it worth keeping. “Did you like it?” can start a conversation, but a principal, coach, or teacher team needs to know which jobs became easier or better, and what it took to get there.
Give teachers room to try work that matters for their students. Then set a review date and make a decision about each use. A tool may earn a place in one routine while adding unnecessary work to another.
Choose an improvement teachers can notice
An elementary teacher trying AI-generated picture directions for classroom centers might want children to get started with fewer reminders. The useful check would be watching where children still need help. Counting how quickly the pictures appeared would answer a different question.
A high school history teacher might want help finding contrasting accounts of an event. The test would include checking that the suggested sources exist, offer the intended contrast, and are suitable for the class. More suggestions would not necessarily mean better choices.
Agree on the main improvement before the trial. If saving preparation time is the aim, say what reduction would make changing the routine worthwhile. If clearer student understanding is the aim, decide what student work or classroom observation would help you judge it. Keep the original materials so there is something familiar to compare.
Look at what still needs a teacher
Agree on what a usable result looks like for the task. In a middle school food-web diagram, arrows need to show energy moving from the organism eaten to the organism that eats it. In an adapted reading, the ideas students are supposed to learn need to survive the simpler language. Both require a teacher to check the content.
Ask teachers to keep a finished example and note the important changes they made. Moving a label to make a diagram easier to read is different from fixing a wrong explanation. Both take time, but the second also tells the team what it must be able to catch reliably.
Decide who will review problems that could make the trial unsafe or unmanageable. Repeated inaccurate explanations may be enough to pause that use. Teachers need a familiar option to return to while the issue is being considered.
Count the whole job
For a high school algebra practice set, the work includes checking every question and worked solution, adjusting the difficulty, and getting the final version into the format students will use. Compare that finished job with the usual process. A quick draft can still take longer to prepare for class.
Include work passed to someone else. If a coach has to repair the formatting or copy materials between systems, the school still needs time for it. Keep initial setup separate from recurring work, and ask whether teachers could continue with the time, support, and technology the school can realistically provide.
This also leaves room for a result that improves teaching without saving much time. A PE teacher may find that revised station cards help groups move through activities more independently. The team should be able to explain what improved enough to justify the preparation.
Decide which uses to keep
At the review, return to the problem each teacher wanted to solve. Look at more than the strongest example, and ask where the tool was less useful. A teacher who prefers an existing routine has something important to contribute.
For family updates, one teacher might value help organizing several announcements, while another already has a reusable template that does the job. Keeping that use optional could make more sense than asking everyone to change.
Where a use helps, describe what will continue and for whom. Where it adds work or repeatedly needs substantial correction, stop that use. If a use looks promising but needs adjustment, name what will change and what the next check should show. An extension might test whether a simpler format lets teachers work without the coach's help. Set another review date rather than leaving the trial open-ended.
Use school-approved tools and materials cleared for that purpose. Public materials and fictional samples can support an initial check without entering student records. Any use with students or their work needs the school's required privacy, access, and learning-support review. A successful materials check alone does not establish improved learning.
The Five-Minute EdTech Friction Audit can help a team choose its first task. Before You Add Another App can help it consider what the tool would replace. At the end of the trial, write down the decision so teachers know what is worth continuing and what they can stop doing.
