Practice for what each student needs next. | Frederico Luz

Start with the student, not a blank worksheet

A class can cover the same material without every student needing the same practice. TeacherZero tracks how each student is doing in school: what they have learned, what they have not yet understood, and where they struggle.

That progress guides what goes into the next worksheet, so practice focuses on the topics where the student needs more help.

TeacherZero topic mastery screen showing derivatives and limits needing practice, mastered exponential functions and probabilities, and analytic geometry not yet tested — Student progress by topic.

Turn learning needs into questions worth asking

The teacher can bring in teaching material from a file, a textbook photo, or pasted notes, or choose curriculum topics. A model exam can guide the format, while the student’s learning needs guide the topics to practise.

TeacherZero creation wizard step one, choosing where the worksheet material comes from — A textbook page can come straight from the teacher’s phone via QR upload.

Choose the question types and counts

Before generation, the teacher chooses the question types, sets how many of each to include, and adjusts the difficulty. That makes the balance of the worksheet a teaching decision rather than something left entirely to the model.

TeacherZero wizard step for choosing question types and distributing question counts — Question counts are set by type, so the teacher can shape the balance of the worksheet.

Review questions as they are generated

Questions appear one by one as the draft is generated. Type, topic, and difficulty labels make it easier to check whether the emerging worksheet matches the intended practice before moving into detailed editing.

TeacherZero streaming generated questions into a worksheet draft with type, difficulty, and topic labels — Questions appear as they are generated, with topic and difficulty labels to guide review.

Keep the teacher in control of the final questions

A worksheet can be nearly right and still need work. Teachers can rewrite a sentence, change the marks, adjust the answer space, or ask AI for a harder question, an easier one, or a different variation. There is no need to regenerate the whole sheet and lose the questions that already work.

Direct editing stays available alongside the AI controls. Broader changes can be requested conversationally, and AI edits can be undone. I designed the difficulty controls so “harder” asks for more reasoning, not more complicated vocabulary.

TeacherZero worksheet editor showing editable question text, mark fields, and per-question AI refine controls — Worksheet editor captured for the June 2026 pitch.

When the questions are ready, the teacher can assign the worksheet online or export a print-ready PDF.

From worksheets to ongoing student support

An earlier version secured a school contract for generated worksheets. I now lead product direction and AI features for the broader student-progress and practice platform, with frontend and infrastructure collaborators.