For EdTech platforms & publishers

Your content pipeline, at machine speed.

Clionis turns textbooks, guides, and past papers into verified, exam-ready study content. A three-agent AI pipeline generates it; your editors approve it; your platform ships it.

Built for standardized test prepMCQsNotesFlashcardsMock papers

The bottleneck

Content is the constraint.

Every test-prep platform lives or dies by its question bank. But authoring is slow, expensive, and hard to scale: a single mock paper takes an expert days. Meanwhile students sit more than 100 million standardized tests every year — and your roadmap waits on content.

>100M

standardized tests taken every year

Generate. Verify. Approve. Export.

  1. 01

    Upload source material

    Digital PDFs and Word documents — textbooks, teaching guides, past exam papers.

  2. 02

    AI generates content

    Three agents extract the structure, plan what to build, and produce every item against that plan.

  3. 03

    Editors review in the Studio

    Items arrive with confidence scores and suggested tags. Your team approves under your own policy.

  4. 04

    Export structured JSON/CSV

    JSON for full fidelity, CSV for spreadsheet workflows. Ship it on your own platform.

The pipeline

Three agents. Not more.

Extractor / Planner

Parses your documents, infers their topical structure, and plans what to generate: which topics need notes, how many questions, at what difficulty.

Generator

Produces each item against the plan — with step-by-step solutions and plausible MCQ distractors.

Fact Checker

Independently verifies correctness, groundedness against your source, and tag accuracy. Every item gets a confidence score. Failures route back for repair before a human ever sees them.

Output

Structured content, not documents.

Every item is atomized and tagged — subject, chapter, difficulty, confidence, and provenance back to the source. That structure is what lets you build practice, revision, and personalization features on top.

MCQs with solutions

  • Physics
  • Kinematics
  • Medium
  • 92% confidence

A car travels at a constant speed of 20 m/s. What is its speed in km/h?

  • 36 km/h
  • 72 km/h— correct answer
  • 120 km/h
  • 200 km/h
Model solution

Multiply by 3600 to convert seconds to hours, then divide by 1000 to convert metres to kilometres — a factor of 3.6. So 20 × 3.6 = 72 km/h.

Export shape
{
  "type": "mcq",
  "subject": "Physics",
  "chapter": "Kinematics",
  "difficulty": "medium",
  "confidence": 0.92,
  "source": { "doc": "physics-guide.pdf", "page": 41 }
}

Notes

Chapter and topic summaries written from your source, not from the open web.

Flashcards

Atomic recall pairs, tagged to the same taxonomy as everything else.

Short & long answer questions

With model answers and a marking breakdown.

Full mock exam papers

Assembled to a paper's real structure, difficulty spread, and mark allocation.

Human in the loop

Your editors stay in charge.

Generated items land in the Content Studio with confidence scores and suggested tags. Your team reviews, edits, approves — against your own approval policy — and exports when ready. Nothing ships without your sign-off.

Your sources, protected

Process and discard.

  • Sources are purged after every run

    Your textbooks and papers stage only for the duration of processing, then they're gone.

  • Tenant isolation at the database layer

    Row-level security keeps every customer's content strictly separated.

  • Provenance on every item

    Each generated item traces back to the exact source it came from.

Built for teams that ship content to students.

  • Test-prep platforms

    Feed your practice engine without scaling your authoring team.

  • Educational publishers

    Turn a backlist of print titles into structured digital content.

  • Tutoring & courseware providers

    Build coursework around the material your tutors already teach from.

Be first in line.

Clionis is onboarding early partners. Join the waitlist and we'll reach out as slots open.

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