AI Agents for Teachers: Lesson Planning and Reviewed Materials

AI agents help teachers prepare lesson plans faster, draft assessment rubrics, and organize instructional resources without spending extra hours outside the classroom. Tools like fenbs keep the reusable prompts and lessons from past material revisions in one place, so a teacher starting a new unit or a new school year does not start from zero.

Preparation is where agents add the most value for teachers. The time between "I need a lesson on photosynthesis for eighth graders" and "I have a draft lesson with a warm-up activity, three discussion questions, and an exit ticket" shrinks from an hour to a few minutes. The teacher then reviews the draft, adjusts it for the class, and teaches it. The professional judgment stays with the teacher.

What teaching work suits an agent

The tasks that suit an agent in a teaching context are preparation tasks, not teaching tasks. Drafting, searching, formatting, and organizing are good fits. Assessing student understanding, building relationships, managing a classroom, and making pedagogical decisions about a specific group of students are not.

• Drafting lesson plans for a given topic, grade level, and learning objective
• Creating discussion questions, warm-up activities, and exit tickets
• Drafting assessment rubrics from the assignment description
• Searching for relevant primary source documents or reading materials
• Adapting an existing lesson for a different reading level or learning format

For specific AI prompts teachers can use across these tasks, see AI prompts for teachers. For a broader view of AI tools for K-12, the topic hub covers the range of available options.

Lesson planning and unit design

A lesson plan draft takes the learning objective, the grade level, and the time available, and produces a structured sequence of activities. An agent can produce that draft in the format the teacher prefers, using whatever pedagogical framework the school uses, whether that is Understanding by Design, 5E, or a simple direct instruction model. The teacher reviews the sequence, adjusts the pacing for the actual class, and fills in the details only they know.

Unit planning involves the same process over a longer time frame. An agent can draft the scope and sequence for a unit, suggest formative checkpoints, and identify the assessment moments that align with the stated learning goals. This is useful for teachers planning a new unit or revising one that has not worked well.

Assessment rubric drafting

Writing a clear rubric takes time, especially when the assignment involves complex skills like argumentation or creative writing. An agent can draft a rubric from the assignment description, with criteria and performance levels the teacher then adjusts. A rubric that takes thirty minutes to draft and ten minutes to refine is more likely to be specific than one the teacher writes in five minutes before the assignment goes out.

Under FERPA, student work and grades are protected education records. The draft rubric process does not involve student data at all, which makes it a straightforward application. Anything that involves evaluating student work or referencing specific students is different and requires more care about what goes into an AI tool.

Student data and what to keep out of the agent

FERPA protects personally identifiable information from students' education records. Student names, grades, assessment results, disciplinary records, and any information that could identify a specific student are FERPA-protected. None of this should go into a general-purpose AI tool for lesson planning, rubric drafting, or any other purpose.

This does not prevent AI from being useful for preparation tasks. A teacher can describe a learning challenge in general terms ("some students are struggling to understand cell division; they often confuse mitosis and meiosis") without identifying any specific student. The agent responds to the teaching challenge; no student data is involved.

Check your district's AI use policy and any state-level requirements before using any AI tool with student-related content. States including California and New York have passed laws affecting student data privacy that apply to tools used in educational contexts.

Learning from material revisions

Teachers revise materials constantly: a lesson that did not work gets adjusted, a rubric that confused students gets clarified, a reading that was too long gets replaced. These revisions represent professional learning that usually stays in one teacher's memory or a folder on a personal drive. Recording what was changed and why means the next revision of that material starts from the improved version, and another teacher who picks up the unit can see the reasoning behind each choice.

Lessons from material development are particularly useful when a department shares materials. If three teachers teach the same course, the adjustments one teacher makes based on student response can inform the others' materials for the same unit next year.

How to do this with fenbs

1. Create a free account. Set up a board for the current school year or a specific course. When department colleagues need access to shared materials, use a team board with appropriate roles.
2. Add the current units as projects and active lesson development tasks within them. Note which lessons are ready, which are in draft, and which need revision.
3. Write your teaching approach and the standards that apply in Decisions and rules. Record the grade-level expectations, the pedagogical framework your school uses, and any department agreements about assessment. These appear first when a connected assistant reads the context.
4. Save your best prompts in Skills and prompts. Record the prompt text, the task it is for, and what made it work. Connect your AI app over MCP from Integrations and ask it to read the prompts before starting a lesson planning task.
5. After each unit, add a lesson. Record what worked, what did not, and what you would change. Link it to the unit project so it surfaces the next time you plan a similar lesson.

fenbs does not integrate with learning management systems like Canvas or Google Classroom. Use it for the teaching preparation record and prompt library; keep grade books and student records in the systems your school uses for that purpose.