Teacher Dashboard: AI Heatmaps for Substitute Days

Use the teacher dashboard to hand off the next lesson

The hardest part of covering a class is often knowing where to begin. A folder of worksheets may fill the period, but it rarely explains what students learned yesterday or what tomorrow’s lesson assumes they understand. Useful substitute teacher lesson plans make that connection explicit, so the substitute can continue instruction rather than invent a separate activity.

Start with one learning goal and one observable outcome. For a reading lesson, your goal might be distinguishing a claim from supporting evidence. The outcome could be a short response that identifies the author’s claim, selects a relevant passage, and explains the connection. That gives the substitute something specific to introduce, supervise, and collect.

Keep the handoff brief enough to use during a rushed arrival. Include the assigned material, the starting point, the expected response, and what students should do if they finish early. Add one likely misconception: students may select an interesting detail that does not actually support the claim.

This approach also helps principals establish a consistent absence routine. Instead of asking whether every class has an emergency packet, ask whether every class has a clear next step and a way to preserve learning evidence.

Set up curriculum access before the absence

A substitute should not have to search through unrelated resources to discover which passage or explanation belongs to the current unit. Use the Teacher Dashboard’s class management and knowledge base assignment capabilities to organize the class around the relevant materials. Separately, follow your school’s process for giving the substitute authorized access; do not make shared credentials part of the plan.

For example, identify the approved reading passage, the explanation students have already used, and the criteria for a successful response. Check that the assigned knowledge base is appropriate for the lesson. Keep the teacher-facing handoff clear about which materials students should use and which resources are only background.

This is where the phrase RAG curriculum AI needs careful handling. Retrieval-augmented generation is an approach that grounds AI responses in retrieved source material. It is not, by itself, proof that a response follows your curriculum or that a worksheet is accurate.

TutorMigo.ai’s listed Teacher Dashboard capabilities include knowledge base assignment, not a promise of instant RAG-aligned worksheet generation. Build your continuity plan around verified functions, and review any AI-produced materials before use. The practical goal is dependable access to the right content, not an impressive label on an unverified resource.

Differentiate the assignment without changing the goal

A substitute needs manageable variation, not several unrelated lessons. Keep the learning goal shared and adjust the support students receive. In the claim-and-evidence example, one version might include a paragraph reference and a sentence starter. Another might ask students to choose evidence independently. A further prompt could ask why a competing detail is less convincing.

If you use AI differentiated worksheets, treat them as teacher-reviewed materials rather than automatically suitable assignments. Check that each version uses the approved passage, asks for the same underlying skill, and does not accidentally reveal the answer. TutorMigo.ai’s listed features do not establish a worksheet generator, so do not make that an assumed step in your absence procedure.

Where your school permits it, students can use the AI Tutor Workspace for tutoring support. Give them a boundary: attempt the response first, then ask the AI Tutor to explain a confusing distinction rather than supply a finished answer. A useful question is, “How can I tell whether this detail supports the author’s claim?”

The substitute can then focus on whether students are engaging with the task. For more planning context, see this guide to making differentiated instruction more manageable. Keep today’s choices limited enough that someone unfamiliar with the class can apply them consistently.

Use heatmap thinking to make misconceptions visible

A completed assignment is not the same as a successful lesson. To preserve useful instructional data, decide what evidence the substitute should look for before students begin. For this reading task, watch for three patterns: identifying the wrong claim, choosing unrelated evidence, and selecting good evidence without explaining its relevance.

A heatmap is useful because it makes patterns easier to scan. However, do not assume that TutorMigo.ai automatically generates misconception heatmaps or diagnoses these errors. Use its student monitoring and reporting capabilities as available, then review student work and summarize the patterns in a simple teacher-created grid. Read the evidence before assigning a category.

For example, the substitute might notice that several students quote the correct passage but cannot explain their choice. That calls for a different follow-up than a class that misunderstood the author’s position. Record the pattern alongside a brief example, rather than writing only “struggled with reading.”

For a closer look at this way of interpreting classroom evidence, explore classroom misconception heatmaps. Whether you use colors or plain labels, keep the summary descriptive and private. Its purpose is to guide the next lesson, not rank students or turn one difficult response into a permanent label.

Monitor learning and leave a usable return report

During the lesson, the substitute needs a small number of checks that fit normal classroom supervision. Begin by confirming that students can access the assigned materials. Midway through, inspect an early response rather than waiting until the end to discover that students misunderstood the instructions. Finish by collecting a short independent response against the original learning goal.

The AI Tutor can support a student’s explanation during practice, but keep the final check clearly defined. If you need independent evidence, ask students to complete it without tutoring assistance, following your school’s rules. That distinction helps the returning teacher interpret what the work actually demonstrates.

Use the teacher dashboard’s monitoring and reporting functions to review available student information, then supplement it with observations that the platform may not capture. A student who submitted nothing might have had an access problem, needed help starting, or run out of time. Those possibilities should not all become “did not understand.”

End the handoff with three short paragraphs: what the class completed, which misconceptions appeared, and what needs attention next. Include a specific example without unnecessary personal detail. “Several responses chose a relevant quotation but did not explain its connection” gives the returning teacher a starting point. “Class finished worksheet” does not.

Prepare one continuity-ready lesson next

You do not need to redesign every absence plan at once. Choose one upcoming lesson and prepare it as a continuity-ready handoff. Identify the learning goal, confirm the assigned curriculum resources, prepare a supported version of the task, and decide what evidence the substitute should collect. Keep everything focused on the work students are already doing.

Then test the plan with a colleague who does not teach that class. Ask them to find the starting material, explain the assignment, and describe what a successful response looks like. If they need several extra explanations, simplify the handoff before relying on it during an unexpected absence.

For principals, the next step is a shared minimum standard rather than a complicated new reporting requirement. Every absence plan should identify the lesson, the relevant materials, the student task, and the return note. Confirm access arrangements in advance so the substitute is not troubleshooting permissions while students wait.

After the first use, ask what was unclear and whether the collected evidence helped the teacher restart instruction. Adjust that one plan, then reuse its structure. The payoff is straightforward: a substitute day that moves learning forward and gives the returning teacher a clearer picture of where to begin.

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