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CogniGuide

Instant AI Test Data Generation for Custom Assessments

Stop using generic question banks. Upload your proprietary documents, lecture slides, or images, and our AI instantly constructs perfectly tailored quizzes focused on your exact knowledge requirements.

No credit card required

Trusted by learners from top universities

University of California, BerkeleyUniversity of MichiganGeorgetown UniversityUniversity of Southern CaliforniaUniversity of Wisconsin-MadisonUniversity of Illinois Urbana-Champaign

Transform Your Expertise into Validated Practice Tests

We provide the engine to convert your specialized knowledge into effective, machine-ready testing materials.

Turn Any Source into Assessment Data

Seamlessly input materials via PDF upload, DOCX, PowerPoint, or direct text prompts. Our AI understands context across various file types to build your custom knowledge checks.

Deep Contextual Questioning with Explanations

Generate high-fidelity multiple-choice questions where every option—correct or incorrect—is accompanied by a detailed explanation, supporting true explanation-based learning and active recall.

Flexible Export for Mastery and Distribution

Practice interactively on our platform, or export your generated test data set in formats compatible with leading systems, including PDF, Word, QTI 2.1, and Moodle XML.

Creating Custom Test Data in Three Simple Steps

Our streamlined workflow ensures you move from raw material to ready-to-use assessment faster than manual creation.

  1. 1

    1. Input Your Knowledge Base

    Upload your course syllabus, textbook chapters (PDF/DOCX), lecture slides, or input a specific prompt defining the scope for the required test data.

  2. 2

    2. AI Processes and Structures

    Our specialized AI extracts core concepts, validates the material against your input, and structures it into varied, high-quality multiple-choice questions with robust answer rationale.

  3. 3

    3. Practice or Distribute Seamlessly

    Engage in immediate, timed practice sessions, or export your custom test data set into industry-standard formats like QTI or DOCX for integration into external learning management systems.

Why Custom Test Data Generation Outperforms Generic Testing

Generic quizzes often fail to address the specific nuances of your curriculum or proprietary documentation. Effective learning relies on practice material that mirrors what will actually be tested. Our AI engine excels at producing precise test data generation by analyzing only the documents you provide.

  • Ensure 100% relevance between study material and assessment questions.
  • Leverage AI to rapidly validate comprehension across large volumes of text.
  • Create complex, multi-layered questions that standard quiz generators miss.

By feeding the system your specific notes, you guarantee the resulting assessment data drives targeted improvement, moving beyond superficial knowledge recall to true subject mastery.

Frequently Asked Questions About AI Data Creation

Get clarity on the functionality and capabilities of our advanced assessment tool.

How does the AI generate questions from my uploaded files?

The AI uses advanced natural language understanding models to identify key concepts, definitions, relationships, and critical facts within your documents. It then structures these facts into properly formatted multiple-choice questions, ensuring high cognitive load where appropriate.

What types of files can I upload for test data generation?

We support major productivity formats including PDF, DOCX, and PowerPoint (.pptx). Additionally, you can upload image files (like scanned diagrams or slides) for OCR processing to generate relevant test content.

Can I export the generated test data for offline use or LMS integration?

Absolutely. Beyond interactive practice, you can export quizzes into PDF, Microsoft Word (.docx), QTI 2.1 format, and Moodle XML, ensuring maximum compatibility with various educational delivery systems.

Is this AI test data generator free to use?

The core functionality is available for free, allowing you to create a limited number of quizzes. Our paid plan unlocks unlimited generation credits, access to our most advanced AI model for deeper context extraction, and priority processing.