AI-Powered Education · Orchestrated AI Classroom

AI teachers. Real learning. Real structure.

MicroClass turns your topic or document into a reviewable lesson outline, then runs a structured session where an AI teacher, an assistant, and student personas work through it turn by turn. Scoped to your goal — not an open-ended chat that wanders.

MicroClass Live generation preview
MicroClass puts AI at the center of education: a turn-based teaching orchestrator — an AI teacher, an assistant, and student personas — guides each session from a reviewable lesson plan, with built-in quizzes to check what you learned. The structure a great tutor gives you, at any scale.

How AI powers every session

Orchestrated Teaching Team

A turn-based orchestrator runs an AI teacher, an assistant, and student personas that work through your lesson together — coordinated in sequence, each contributing to a structured session instead of a single back-and-forth chat.

Adaptive Content Generation

AI reads your document or topic and generates a scoped lesson plan, slide content, and quiz questions calibrated to your level and time budget.

Built-In Quiz Scoring

Each session ends with multiple-choice checkpoints that are graded automatically, giving you a clear, consistent read on what stuck — without waiting for an exam.

Ready-to-Review Output

Every session leaves you with a structured in-app summary you can revisit, plus a portable session archive you can re-import and replay in MicroClass — not a throwaway chat log.

See MicroClass in action

Immersive slide teaching

Immersive slide teaching

AI teachers explain concepts with structured visuals and paced progression.

Interactive simulation scenes

Interactive simulation scenes

Hands-on modules turn abstract theory into guided experimentation.

Multi-agent classroom discussion

Multi-agent classroom discussion

Debate, Q&A, and role-based collaboration happen in one session.

AI-defined scope

AI analyzes your input and sets an explicit learning boundary before the session starts — no prompt engineering, no drift, no hallucinated detours.

Structured AI teaching

A two-stage AI pipeline: first a reviewable lesson plan, then agent-run scenes — slides, quizzes, simulations — each scoped and timed.

AI-generated output

When the session ends, AI assembles a structured summary you can review in the app, plus a portable session archive you can export and re-import to replay the whole session — ready for exam prep or a second pass.

From input to output

  1. 1Define goal: provide a topic or document, then set level and time.
  2. 2Lesson plan: review the proposed structure before full generation.
  3. 3Session: multiple agents run a guided interactive session.
  4. 4Assessment and wrap-up: measure understanding and end with a concise review.

Why MicroClass beats ChatGPT & Claude

General chat AIs wait for prompts. MicroClass runs the whole lesson for you — plan, teaching team, slides, quizzes, and a replayable archive.

Capability
ChatGPT
Claude / Gemini
Clear winnerMicroClass
Teaching structureYou steer an open chatYou steer an open chatAI-planned classroom scenes
Who teachesOne model repliesOne model repliesTeacher + assistant + student personas
Scope & timeDrifts off-topic easilyDrifts off-topic easilyLocked to your goal & time budget
Lesson planNone — improvise mid-chatNone — improvise mid-chatReviewable plan before you start
Slides & scenesText onlyText onlySlides, sims, discussion scenes
AssessmentNo real checkpointsNo real checkpointsBuilt-in auto-graded quizzes
What you keepA chat logA chat logSummary + replayable session archive

If you want answers, use a chatbot. If you want a real study session that stays on track and proves what stuck — use MicroClass.

Start with MicroClass

When is it useful?

MicroClass sessions fit how undergrads and graduate students actually work: tight deadlines, assigned readings, labs, and group deliverables.

Midterm & final prep

Map syllabus units, lecture PDFs, or past problem sets into a bounded review session with explicit learning goals—instead of an endless generic summary.

Seminar, journal club & discussion sections

Prep for weekly readings: main claims, evidence, and likely discussion prompts, so you can participate with line-of-sight to the text.

Thesis, lit reviews & deep paper dives

Isolate one paper, proof sketch, or methods section and run a focused MicroClass session on definitions, assumptions, and what to verify next.

Labs, problem sets & coding courses

Before lab or a big assignment, rehearse procedures, edge cases, or debugging strategies in a structured session tied to the week's objectives.

Orals, defenses & graded presentations

Rehearse talks and anticipated faculty questions within a fixed scope—useful for thesis defenses, qualifying-style orals, and capstone demos.

Group projects & shared course readings

Give everyone the same bounded outline from a shared PDF or spec so standups and milestones start from aligned understanding, not scattered notes.

MicroClass quiz and assessment in the classroom
In-session checks help you see whether you are ready—before the real exam or deadline.
MicroClass AI learning experience preview

AI-native education, simply delivered

AI-generated in seconds: drop a topic or PDF and the AI agent team builds your lesson plan instantly.
AI-run from start to finish: agents lecture, ask questions, and adapt — you just learn.
AI-structured output: leave with a ready-to-use review doc, slides, or export — not a chat log.

AI & education FAQ

MicroClass runs a structured, multi-step workflow: first it drafts a lesson outline you can review, then a turn-based team — an AI teacher, an assistant, and student personas — works through that outline scene by scene, and each session ends with quiz checkpoints that are graded automatically. A single chat model just responds to prompts; it doesn't plan a lesson, stay bound to it, or check what you actually learned.